Profiling Report

Dataset statistics

Number of variables	60
Number of observations	442576
Missing cells	14620255
Missing cells (%)	55.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	202.6 MiB
Average record size in memory	480.0 B

Variable types

Numeric	32
Categorical	28

Alerts

`SURVYEAR` has constant value "2024"	Constant
`LKPUBAG` has constant value "1.0"	Constant
`LKEMPLOY` has constant value "1.0"	Constant
`LKRELS` has constant value "1.0"	Constant
`LKATADS` has constant value "1.0"	Constant
`LKANSADS` has constant value "1.0"	Constant
`LKOTHERN` has constant value "1.0"	Constant
`AGE_12` is highly overall correlated with `AGE_6` and 4 other fields	High correlation
`AGE_6` is highly overall correlated with `AGE_12` and 3 other fields	High correlation
`AGYOWNK` is highly overall correlated with `AGE_12`	High correlation
`AHRSMAIN` is highly overall correlated with `ATOTHRS` and 6 other fields	High correlation
`ATOTHRS` is highly overall correlated with `AHRSMAIN` and 6 other fields	High correlation
`AVAILABL` is highly overall correlated with `LFSSTAT` and 3 other fields	High correlation
`COWMAIN` is highly overall correlated with `EVERWORK` and 1 other fields	High correlation
`DURJLESS` is highly overall correlated with `AGE_12` and 3 other fields	High correlation
`DURUNEMP` is highly overall correlated with `LFSSTAT`	High correlation
`EDUC` is highly overall correlated with `AGE_6`	High correlation
`ESTSIZE` is highly overall correlated with `FIRMSIZE`	High correlation
`EVERWORK` is highly overall correlated with `COWMAIN` and 3 other fields	High correlation
`FIRMSIZE` is highly overall correlated with `ESTSIZE`	High correlation
`FLOWUNEM` is highly overall correlated with `LFSSTAT` and 3 other fields	High correlation
`FTPTLAST` is highly overall correlated with `DURJLESS` and 1 other fields	High correlation
`FTPTMAIN` is highly overall correlated with `AGE_6` and 4 other fields	High correlation
`HRLYEARN` is highly overall correlated with `AGE_6`	High correlation
`HRSAWAY` is highly overall correlated with `LFSSTAT`	High correlation
`LFSSTAT` is highly overall correlated with `AHRSMAIN` and 11 other fields	High correlation
`NOC_10` is highly overall correlated with `NOC_43`	High correlation
`NOC_43` is highly overall correlated with `NOC_10`	High correlation
`PAIDOT` is highly overall correlated with `XTRAHRS`	High correlation
`PAYAWAY` is highly overall correlated with `AHRSMAIN` and 2 other fields	High correlation
`PREVTEN` is highly overall correlated with `AGE_12`	High correlation
`PRIORACT` is highly overall correlated with `AVAILABL` and 2 other fields	High correlation
`TENURE` is highly overall correlated with `AGE_12`	High correlation
`TLOLOOK` is highly overall correlated with `AVAILABL` and 4 other fields	High correlation
`UHRSMAIN` is highly overall correlated with `AHRSMAIN` and 3 other fields	High correlation
`UNEMFTPT` is highly overall correlated with `AVAILABL` and 2 other fields	High correlation
`UNION` is highly overall correlated with `COWMAIN`	High correlation
`UNPAIDOT` is highly overall correlated with `XTRAHRS`	High correlation
`UTOTHRS` is highly overall correlated with `AHRSMAIN` and 3 other fields	High correlation
`WHYLEFTN` is highly overall correlated with `WHYLEFTO`	High correlation
`WHYLEFTO` is highly overall correlated with `WHYLEFTN`	High correlation
`XTRAHRS` is highly overall correlated with `PAIDOT` and 1 other fields	High correlation
`YABSENT` is highly overall correlated with `AHRSMAIN` and 2 other fields	High correlation
`YAWAY` is highly overall correlated with `LFSSTAT`	High correlation
`MJH` is highly imbalanced (68.7%)	Imbalance
`PERMTEMP` is highly imbalanced (68.8%)	Imbalance
`AVAILABL` is highly imbalanced (59.3%)	Imbalance
`SCHOOLN` is highly imbalanced (56.3%)	Imbalance
`AGE_6` has 355250 (80.3%) missing values	Missing
`MJH` has 184245 (41.6%) missing values	Missing
`EVERWORK` has 258331 (58.4%) missing values	Missing
`FTPTLAST` has 410825 (92.8%) missing values	Missing
`COWMAIN` has 152494 (34.5%) missing values	Missing
`NAICS_21` has 152494 (34.5%) missing values	Missing
`NOC_10` has 152494 (34.5%) missing values	Missing
`NOC_43` has 152494 (34.5%) missing values	Missing
`YABSENT` has 421163 (95.2%) missing values	Missing
`WKSAWAY` has 421163 (95.2%) missing values	Missing
`PAYAWAY` has 423510 (95.7%) missing values	Missing
`UHRSMAIN` has 184245 (41.6%) missing values	Missing
`AHRSMAIN` has 184245 (41.6%) missing values	Missing
`FTPTMAIN` has 184245 (41.6%) missing values	Missing
`UTOTHRS` has 184245 (41.6%) missing values	Missing
`ATOTHRS` has 184245 (41.6%) missing values	Missing
`HRSAWAY` has 236312 (53.4%) missing values	Missing
`YAWAY` has 415132 (93.8%) missing values	Missing
`PAIDOT` has 236312 (53.4%) missing values	Missing
`UNPAIDOT` has 236312 (53.4%) missing values	Missing
`XTRAHRS` has 236312 (53.4%) missing values	Missing
`WHYPT` has 393838 (89.0%) missing values	Missing
`TENURE` has 184245 (41.6%) missing values	Missing
`PREVTEN` has 410825 (92.8%) missing values	Missing
`HRLYEARN` has 218784 (49.4%) missing values	Missing
`UNION` has 218784 (49.4%) missing values	Missing
`PERMTEMP` has 218784 (49.4%) missing values	Missing
`ESTSIZE` has 218784 (49.4%) missing values	Missing
`FIRMSIZE` has 218784 (49.4%) missing values	Missing
`DURUNEMP` has 426231 (96.3%) missing values	Missing
`FLOWUNEM` has 425429 (96.1%) missing values	Missing
`UNEMFTPT` has 425429 (96.1%) missing values	Missing
`WHYLEFTO` has 410825 (92.8%) missing values	Missing
`WHYLEFTN` has 410825 (92.8%) missing values	Missing
`DURJLESS` has 288071 (65.1%) missing values	Missing
`AVAILABL` has 422834 (95.5%) missing values	Missing
`LKPUBAG` has 440335 (99.5%) missing values	Missing
`LKEMPLOY` has 434674 (98.2%) missing values	Missing
`LKRELS` has 437169 (98.8%) missing values	Missing
`LKATADS` has 430293 (97.2%) missing values	Missing
`LKANSADS` has 435503 (98.4%) missing values	Missing
`LKOTHERN` has 438545 (99.1%) missing values	Missing
`PRIORACT` has 427053 (96.5%) missing values	Missing
`YNOLOOK` has 436914 (98.7%) missing values	Missing
`TLOLOOK` has 441754 (99.8%) missing values	Missing
`SCHOOLN` has 112181 (25.3%) missing values	Missing
`AGYOWNK` has 327294 (74.0%) missing values	Missing
`CMA` has 284362 (64.3%) zeros	Zeros
`EDUC` has 16917 (3.8%) zeros	Zeros
`AHRSMAIN` has 21570 (4.9%) zeros	Zeros
`ATOTHRS` has 21413 (4.8%) zeros	Zeros
`HRSAWAY` has 178820 (40.4%) zeros	Zeros
`PAIDOT` has 187593 (42.4%) zeros	Zeros
`UNPAIDOT` has 188588 (42.6%) zeros	Zeros
`XTRAHRS` has 170981 (38.6%) zeros	Zeros

Reproduction

Analysis started	2024-05-17 19:17:58.104093
Analysis finished	2024-05-17 19:21:08.575294
Duration	3 minutes and 10.47 seconds
Software version	ydata-profiling v0.0.dev0
Download configuration	config.json

REC_NUM
Real number (ℝ)

Distinct	112084
Distinct (%)	25.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	55327.983

Minimum	1
Maximum	112084
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.4 MiB

Quantile statistics

Minimum	1
5-th percentile	5533
Q1	27661.75
median	55322.5
Q3	82983.25
95-th percentile	105112
Maximum	112084
Range	112083
Interquartile range (IQR)	55321.5

Descriptive statistics

Standard deviation	31949.707
Coefficient of variation (CV)	0.57746018
Kurtosis	-1.1985713
Mean	55327.983
Median Absolute Deviation (MAD)	27661
Skewness	0.0010302506
Sum	2.4486838 × 10¹⁰
Variance	1.0207838 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	4	< 0.1%
72862	4	< 0.1%
72860	4	< 0.1%
72859	4	< 0.1%
72858	4	< 0.1%
72857	4	< 0.1%
72856	4	< 0.1%
72855	4	< 0.1%
72854	4	< 0.1%
72853	4	< 0.1%
Other values (112074)	442536	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	4	< 0.1%
2	4	< 0.1%
3	4	< 0.1%
4	4	< 0.1%
5	4	< 0.1%
6	4	< 0.1%
7	4	< 0.1%
8	4	< 0.1%
9	4	< 0.1%
10	4	< 0.1%

Value	Count	Frequency (%)
112084	1	< 0.1%
112083	1	< 0.1%
112082	1	< 0.1%
112081	1	< 0.1%
112080	1	< 0.1%
112079	1	< 0.1%
112078	1	< 0.1%
112077	1	< 0.1%
112076	1	< 0.1%
112075	1	< 0.1%

SURVYEAR
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.4 MiB

2024	442576

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	1770304
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2024
2nd row	2024
3rd row	2024
4th row	2024
5th row	2024

Common Values

Value	Count	Frequency (%)
2024	442576	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2024	442576	100.0%

Most occurring characters

Value	Count	Frequency (%)
2	885152	50.0%
0	442576	25.0%
4	442576	25.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1770304	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	885152	50.0%
0	442576	25.0%
4	442576	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1770304	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	885152	50.0%
0	442576	25.0%
4	442576	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1770304	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	885152	50.0%
0	442576	25.0%
4	442576	25.0%

SURVMNTH
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.4 MiB

4	112084
3	111282
2	109932
1	109278

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	442576
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
4	112084	25.3%
3	111282	25.1%
2	109932	24.8%
1	109278	24.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
4	112084	25.3%
3	111282	25.1%
2	109932	24.8%
1	109278	24.7%

Most occurring characters

Value	Count	Frequency (%)
4	112084	25.3%
3	111282	25.1%
2	109932	24.8%
1	109278	24.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	442576	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	112084	25.3%
3	111282	25.1%
2	109932	24.8%
1	109278	24.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	442576	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
4	112084	25.3%
3	111282	25.1%
2	109932	24.8%
1	109278	24.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	442576	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
4	112084	25.3%
3	111282	25.1%
2	109932	24.8%
1	109278	24.7%

LFSSTAT
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.4 MiB

1	236918
4	167098
2	21413
3	17147

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	442576
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	4
2nd row	4
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	236918	53.5%
4	167098	37.8%
2	21413	4.8%
3	17147	3.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	236918	53.5%
4	167098	37.8%
2	21413	4.8%
3	17147	3.9%

Most occurring characters

Value	Count	Frequency (%)
1	236918	53.5%
4	167098	37.8%
2	21413	4.8%
3	17147	3.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	442576	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	236918	53.5%
4	167098	37.8%
2	21413	4.8%
3	17147	3.9%

Most occurring scripts

Value	Count	Frequency (%)
Common	442576	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	236918	53.5%
4	167098	37.8%
2	21413	4.8%
3	17147	3.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	442576	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	236918	53.5%
4	167098	37.8%
2	21413	4.8%
3	17147	3.9%

PROV
Real number (ℝ)

Distinct	10
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	34.456394

Minimum	10
Maximum	59
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.4 MiB

Quantile statistics

Minimum	10
5-th percentile	11
Q1	24
median	35
Q3	47
95-th percentile	59
Maximum	59
Range	49
Interquartile range (IQR)	23

Descriptive statistics

Standard deviation	14.561933
Coefficient of variation (CV)	0.42261919
Kurtosis	-0.83348135
Mean	34.456394
Median Absolute Deviation (MAD)	11
Skewness	0.013460047
Sum	15249573
Variance	212.0499
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
35	144891	32.7%
24	82983	18.8%
59	54585	12.3%
48	32808	7.4%
46	29553	6.7%
47	25359	5.7%
13	21518	4.9%
12	21028	4.8%
10	20245	4.6%
11	9606	2.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10	20245	4.6%
11	9606	2.2%
12	21028	4.8%
13	21518	4.9%
24	82983	18.8%
35	144891	32.7%
46	29553	6.7%
47	25359	5.7%
48	32808	7.4%
59	54585	12.3%

Value	Count	Frequency (%)
59	54585	12.3%
48	32808	7.4%
47	25359	5.7%
46	29553	6.7%
35	144891	32.7%
24	82983	18.8%
13	21518	4.9%
12	21028	4.8%
11	9606	2.2%
10	20245	4.6%

CMA
Real number (ℝ)

ZEROS

Distinct	10
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.7487347

Minimum	0
Maximum	9
Zeros	284362
Zeros (%)	64.3%
Negative	0
Negative (%)	0.0%
Memory size	3.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	4
95-th percentile	9
Maximum	9
Range	9
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.7855456
Coefficient of variation (CV)	1.592892
Kurtosis	0.77714281
Mean	1.7487347
Median Absolute Deviation (MAD)	0
Skewness	1.4312238
Sum	773948
Variance	7.7592641
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	284362	64.3%
4	45683	10.3%
2	26156	5.9%
9	25474	5.8%
6	15971	3.6%
5	10030	2.3%
1	9502	2.1%
8	9018	2.0%
7	8219	1.9%
3	8161	1.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	284362	64.3%
1	9502	2.1%
2	26156	5.9%
3	8161	1.8%
4	45683	10.3%
5	10030	2.3%
6	15971	3.6%
7	8219	1.9%
8	9018	2.0%
9	25474	5.8%

Value	Count	Frequency (%)
9	25474	5.8%
8	9018	2.0%
7	8219	1.9%
6	15971	3.6%
5	10030	2.3%
4	45683	10.3%
3	8161	1.8%
2	26156	5.9%
1	9502	2.1%
0	284362	64.3%

AGE_12
Real number (ℝ)

HIGH CORRELATION

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.230914

Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.4 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	4
median	7
Q3	11
95-th percentile	12
Maximum	12
Range	11
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	3.5936214
Coefficient of variation (CV)	0.49698024
Kurtosis	-1.2456386
Mean	7.230914
Median Absolute Deviation (MAD)	3
Skewness	-0.18273345
Sum	3200229
Variance	12.914115
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
12	77037	17.4%
10	39622	9.0%
6	35693	8.1%
11	35144	7.9%
5	34854	7.9%
9	34318	7.8%
4	33868	7.7%
8	32796	7.4%
7	31918	7.2%
1	29527	6.7%
Other values (2)	57799	13.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	29527	6.7%
2	28499	6.4%
3	29300	6.6%
4	33868	7.7%
5	34854	7.9%
6	35693	8.1%
7	31918	7.2%
8	32796	7.4%
9	34318	7.8%
10	39622	9.0%

Value	Count	Frequency (%)
12	77037	17.4%
11	35144	7.9%
10	39622	9.0%
9	34318	7.8%
8	32796	7.4%
7	31918	7.2%
6	35693	8.1%
5	34854	7.9%
4	33868	7.7%
3	29300	6.6%

AGE_6
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	6
Distinct (%)	< 0.1%
Missing	355250
Missing (%)	80.3%
Infinite	0
Infinite (%)	0.0%
Mean	3.5893548

Minimum	1
Maximum	6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.4 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	4
Q3	5
95-th percentile	6
Maximum	6
Range	5
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	1.7276196
Coefficient of variation (CV)	0.48131759
Kurtosis	-1.2986028
Mean	3.5893548
Median Absolute Deviation (MAD)	2
Skewness	-0.0044681627
Sum	313444
Variance	2.9846695
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
6	18008	4.1%
2	17073	3.9%
4	16839	3.8%
1	12454	2.8%
3	11660	2.6%
5	11292	2.6%
(Missing)	355250	80.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	12454	2.8%
2	17073	3.9%
3	11660	2.6%
4	16839	3.8%
5	11292	2.6%
6	18008	4.1%

Value	Count	Frequency (%)
6	18008	4.1%
5	11292	2.6%
4	16839	3.8%
3	11660	2.6%
2	17073	3.9%
1	12454	2.8%

SEX
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.4 MiB

2	226731
1	215845

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	442576
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
2	226731	51.2%
1	215845	48.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	226731	51.2%
1	215845	48.8%

Most occurring characters

Value	Count	Frequency (%)
2	226731	51.2%
1	215845	48.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	442576	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	226731	51.2%
1	215845	48.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	442576	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	226731	51.2%
1	215845	48.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	442576	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	226731	51.2%
1	215845	48.8%

MARSTAT
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.8696088

Minimum	1
Maximum	6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.4 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	2
Q3	6
95-th percentile	6
Maximum	6
Range	5
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	2.1716966
Coefficient of variation (CV)	0.75679184
Kurtosis	-1.5019881
Mean	2.8696088
Median Absolute Deviation (MAD)	1
Skewness	0.55764743
Sum	1270020
Variance	4.7162659
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
1	212680	48.1%
6	121095	27.4%
2	51971	11.7%
3	23463	5.3%
5	22971	5.2%
4	10396	2.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	212680	48.1%
2	51971	11.7%
3	23463	5.3%
4	10396	2.3%
5	22971	5.2%
6	121095	27.4%

Value	Count	Frequency (%)
6	121095	27.4%
5	22971	5.2%
4	10396	2.3%
3	23463	5.3%
2	51971	11.7%
1	212680	48.1%

EDUC
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.458023

Minimum	0
Maximum	6
Zeros	16917
Zeros (%)	3.8%
Negative	0
Negative (%)	0.0%
Memory size	3.4 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	4
Q3	5
95-th percentile	6
Maximum	6
Range	6
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	1.6318347
Coefficient of variation (CV)	0.47189817
Kurtosis	-0.85325588
Mean	3.458023
Median Absolute Deviation (MAD)	1
Skewness	-0.34743804
Sum	1530438
Variance	2.6628846
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
4	147056	33.2%
2	85268	19.3%
5	81017	18.3%
1	47381	10.7%
6	41467	9.4%
3	23470	5.3%
0	16917	3.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	16917	3.8%
1	47381	10.7%
2	85268	19.3%
3	23470	5.3%
4	147056	33.2%
5	81017	18.3%
6	41467	9.4%

Value	Count	Frequency (%)
6	41467	9.4%
5	81017	18.3%
4	147056	33.2%
3	23470	5.3%
2	85268	19.3%
1	47381	10.7%
0	16917	3.8%

MJH
Categorical

IMBALANCE MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	184245
Missing (%)	41.6%
Memory size	3.4 MiB

1.0	243783
2.0	14548

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	774993
Distinct characters	4
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	243783	55.1%
2.0	14548	3.3%
(Missing)	184245	41.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	243783	94.4%
2.0	14548	5.6%

Most occurring characters

Value	Count	Frequency (%)
.	258331	33.3%
0	258331	33.3%
1	243783	31.5%
2	14548	1.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	516662	66.7%
Other Punctuation	258331	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	258331	50.0%
1	243783	47.2%
2	14548	2.8%

Other Punctuation

Value	Count	Frequency (%)
.	258331	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	774993	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	258331	33.3%
0	258331	33.3%
1	243783	31.5%
2	14548	1.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	774993	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	258331	33.3%
0	258331	33.3%
1	243783	31.5%
2	14548	1.9%

EVERWORK
Categorical

HIGH CORRELATION MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	258331
Missing (%)	58.4%
Memory size	3.4 MiB

2.0	122754
1.0	31751
3.0	29740

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	552735
Distinct characters	5
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2.0
2nd row	3.0
3rd row	2.0
4th row	1.0
5th row	3.0

Common Values

Value	Count	Frequency (%)
2.0	122754	27.7%
1.0	31751	7.2%
3.0	29740	6.7%
(Missing)	258331	58.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2.0	122754	66.6%
1.0	31751	17.2%
3.0	29740	16.1%

Most occurring characters

Value	Count	Frequency (%)
.	184245	33.3%
0	184245	33.3%
2	122754	22.2%
1	31751	5.7%
3	29740	5.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	368490	66.7%
Other Punctuation	184245	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	184245	50.0%
2	122754	33.3%
1	31751	8.6%
3	29740	8.1%

Other Punctuation

Value	Count	Frequency (%)
.	184245	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	552735	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	184245	33.3%
0	184245	33.3%
2	122754	22.2%
1	31751	5.7%
3	29740	5.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	552735	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	184245	33.3%
0	184245	33.3%
2	122754	22.2%
1	31751	5.7%
3	29740	5.4%

FTPTLAST
Categorical

HIGH CORRELATION MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	410825
Missing (%)	92.8%
Memory size	3.4 MiB

1.0	20932
2.0	10819

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	95253
Distinct characters	4
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	2.0

Common Values

Value	Count	Frequency (%)
1.0	20932	4.7%
2.0	10819	2.4%
(Missing)	410825	92.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	20932	65.9%
2.0	10819	34.1%

Most occurring characters

Value	Count	Frequency (%)
.	31751	33.3%
0	31751	33.3%
1	20932	22.0%
2	10819	11.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	63502	66.7%
Other Punctuation	31751	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	31751	50.0%
1	20932	33.0%
2	10819	17.0%

Other Punctuation

Value	Count	Frequency (%)
.	31751	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	95253	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	31751	33.3%
0	31751	33.3%
1	20932	22.0%
2	10819	11.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	95253	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	31751	33.3%
0	31751	33.3%
1	20932	22.0%
2	10819	11.4%

COWMAIN
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	7
Distinct (%)	< 0.1%
Missing	152494
Missing (%)	34.5%
Infinite	0
Infinite (%)	0.0%
Mean	2.1190629

Minimum	1
Maximum	7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.4 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	2
Q3	2
95-th percentile	6
Maximum	7
Range	6
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.187001
Coefficient of variation (CV)	0.56015373
Kurtosis	4.7095117
Mean	2.1190629
Median Absolute Deviation (MAD)	0
Skewness	2.1856244
Sum	614702
Variance	1.4089713
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
2	185928	42.0%
1	67726	15.3%
6	17398	3.9%
4	8824	2.0%
3	8042	1.8%
5	1919	0.4%
7	245	0.1%
(Missing)	152494	34.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	67726	15.3%
2	185928	42.0%
3	8042	1.8%
4	8824	2.0%
5	1919	0.4%
6	17398	3.9%
7	245	0.1%

Value	Count	Frequency (%)
7	245	0.1%
6	17398	3.9%
5	1919	0.4%
4	8824	2.0%
3	8042	1.8%
2	185928	42.0%
1	67726	15.3%

IMMIG
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.4 MiB

3	342931
2	70689
1	28956

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	442576
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3
2nd row	3
3rd row	3
4th row	3
5th row	3

Common Values

Value	Count	Frequency (%)
3	342931	77.5%
2	70689	16.0%
1	28956	6.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	342931	77.5%
2	70689	16.0%
1	28956	6.5%

Most occurring characters

Value	Count	Frequency (%)
3	342931	77.5%
2	70689	16.0%
1	28956	6.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	442576	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
3	342931	77.5%
2	70689	16.0%
1	28956	6.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	442576	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
3	342931	77.5%
2	70689	16.0%
1	28956	6.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	442576	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
3	342931	77.5%
2	70689	16.0%
1	28956	6.5%

NAICS_21
Real number (ℝ)

MISSING

Distinct	21
Distinct (%)	< 0.1%
Missing	152494
Missing (%)	34.5%
Infinite	0
Infinite (%)	0.0%
Mean	13.198702

Minimum	1
Maximum	21
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.4 MiB

Quantile statistics

Minimum	1
5-th percentile	6
Q1	10
median	14
Q3	17
95-th percentile	21
Maximum	21
Range	20
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	5.019118
Coefficient of variation (CV)	0.3802736
Kurtosis	-0.86406952
Mean	13.198702
Median Absolute Deviation (MAD)	4
Skewness	-0.30666502
Sum	3828706
Variance	25.191546
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
17	41255	9.3%
10	31839	7.2%
16	23701	5.4%
14	23040	5.2%
6	22892	5.2%
21	17953	4.1%
19	16537	3.7%
11	15263	3.4%
12	12697	2.9%
7	12087	2.7%
Other values (11)	72818	16.5%
(Missing)	152494	34.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	4474	1.0%
2	1012	0.2%
3	964	0.2%
4	5124	1.2%
5	2343	0.5%
6	22892	5.2%
7	12087	2.7%
8	11602	2.6%
9	8919	2.0%
10	31839	7.2%

Value	Count	Frequency (%)
21	17953	4.1%
20	11403	2.6%
19	16537	3.7%
18	12060	2.7%
17	41255	9.3%
16	23701	5.4%
15	10011	2.3%
14	23040	5.2%
13	4906	1.1%
12	12697	2.9%

NOC_10
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	10
Distinct (%)	< 0.1%
Missing	152494
Missing (%)	34.5%
Infinite	0
Infinite (%)	0.0%
Mean	5.1664185

Minimum	1
Maximum	10
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.4 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	3
median	5
Q3	7
95-th percentile	9
Maximum	10
Range	9
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.6504665
Coefficient of variation (CV)	0.51301817
Kurtosis	-1.2477242
Mean	5.1664185
Median Absolute Deviation (MAD)	2
Skewness	-0.096944123
Sum	1498685
Variance	7.0249728
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
7	63539	14.4%
8	45740	10.3%
2	44303	10.0%
5	35356	8.0%
1	28064	6.3%
4	23293	5.3%
3	22203	5.0%
10	11576	2.6%
6	8357	1.9%
9	7651	1.7%
(Missing)	152494	34.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	28064	6.3%
2	44303	10.0%
3	22203	5.0%
4	23293	5.3%
5	35356	8.0%
6	8357	1.9%
7	63539	14.4%
8	45740	10.3%
9	7651	1.7%
10	11576	2.6%

Value	Count	Frequency (%)
10	11576	2.6%
9	7651	1.7%
8	45740	10.3%
7	63539	14.4%
6	8357	1.9%
5	35356	8.0%
4	23293	5.3%
3	22203	5.0%
2	44303	10.0%
1	28064	6.3%

NOC_43
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	43
Distinct (%)	< 0.1%
Missing	152494
Missing (%)	34.5%
Infinite	0
Infinite (%)	0.0%
Mean	22.745313

Minimum	1
Maximum	43
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.4 MiB

Quantile statistics

Minimum	1
5-th percentile	3
Q1	10
median	24
Q3	34
95-th percentile	40
Maximum	43
Range	42
Interquartile range (IQR)	24

Descriptive statistics

Standard deviation	12.737997
Coefficient of variation (CV)	0.5600273
Kurtosis	-1.4477776
Mean	22.745313
Median Absolute Deviation (MAD)	11
Skewness	-0.2088144
Sum	6598006
Variance	162.25656
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=43)

Value	Count	Frequency (%)
34	26602	6.0%
35	21586	4.9%
33	19040	4.3%
36	13053	2.9%
20	12609	2.8%
9	11468	2.6%
2	11061	2.5%
8	10701	2.4%
7	9896	2.2%
32	9393	2.1%
Other values (33)	144673	32.7%
(Missing)	152494	34.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	852	0.2%
2	11061	2.5%
3	7473	1.7%
4	8678	2.0%
5	6062	1.4%
6	6176	1.4%
7	9896	2.2%
8	10701	2.4%
9	11468	2.6%
10	1380	0.3%

Value	Count	Frequency (%)
43	1989	0.4%
42	6806	1.5%
41	2781	0.6%
40	4643	1.0%
39	3008	0.7%
38	8512	1.9%
37	2589	0.6%
36	13053	2.9%
35	21586	4.9%
34	26602	6.0%

YABSENT
Categorical

HIGH CORRELATION MISSING

Distinct	4
Distinct (%)	< 0.1%
Missing	421163
Missing (%)	95.2%
Memory size	3.4 MiB

3.0	7079
1.0	6297
2.0	4164
0.0	3873

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	64239
Distinct characters	5
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	1.0
3rd row	3.0
4th row	3.0
5th row	2.0

Common Values

Value	Count	Frequency (%)
3.0	7079	1.6%
1.0	6297	1.4%
2.0	4164	0.9%
0.0	3873	0.9%
(Missing)	421163	95.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3.0	7079	33.1%
1.0	6297	29.4%
2.0	4164	19.4%
0.0	3873	18.1%

Most occurring characters

Value	Count	Frequency (%)
0	25286	39.4%
.	21413	33.3%
3	7079	11.0%
1	6297	9.8%
2	4164	6.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	42826	66.7%
Other Punctuation	21413	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	25286	59.0%
3	7079	16.5%
1	6297	14.7%
2	4164	9.7%

Other Punctuation

Value	Count	Frequency (%)
.	21413	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	64239	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	25286	39.4%
.	21413	33.3%
3	7079	11.0%
1	6297	9.8%
2	4164	6.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	64239	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	25286	39.4%
.	21413	33.3%
3	7079	11.0%
1	6297	9.8%
2	4164	6.5%

WKSAWAY
Real number (ℝ)

MISSING

Distinct	99
Distinct (%)	0.5%
Missing	421163
Missing (%)	95.2%
Infinite	0
Infinite (%)	0.0%
Mean	14.102928

Minimum	1
Maximum	99
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.4 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	3
Q3	18
95-th percentile	60
Maximum	99
Range	98
Interquartile range (IQR)	17

Descriptive statistics

Standard deviation	21.754804
Coefficient of variation (CV)	1.5425735
Kurtosis	5.2334842
Mean	14.102928
Median Absolute Deviation (MAD)	2
Skewness	2.3007544
Sum	301986
Variance	473.27149
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	7087	1.6%
2	2454	0.6%
3	1328	0.3%
4	942	0.2%
99	575	0.1%
6	515	0.1%
5	508	0.1%
8	507	0.1%
12	409	0.1%
52	381	0.1%
Other values (89)	6707	1.5%
(Missing)	421163	95.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	7087	1.6%
2	2454	0.6%
3	1328	0.3%
4	942	0.2%
5	508	0.1%
6	515	0.1%
7	283	0.1%
8	507	0.1%
9	219	< 0.1%
10	363	0.1%

Value	Count	Frequency (%)
99	575	0.1%
98	2	< 0.1%
97	1	< 0.1%
96	5	< 0.1%
95	6	< 0.1%
94	4	< 0.1%
93	5	< 0.1%
92	7	< 0.1%
91	2	< 0.1%
90	8	< 0.1%

PAYAWAY
Categorical

HIGH CORRELATION MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	423510
Missing (%)	95.7%
Memory size	3.4 MiB

2.0	10856
1.0	8210

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	57198
Distinct characters	4
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2.0
2nd row	2.0
3rd row	1.0
4th row	2.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
2.0	10856	2.5%
1.0	8210	1.9%
(Missing)	423510	95.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2.0	10856	56.9%
1.0	8210	43.1%

Most occurring characters

Value	Count	Frequency (%)
.	19066	33.3%
0	19066	33.3%
2	10856	19.0%
1	8210	14.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	38132	66.7%
Other Punctuation	19066	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	19066	50.0%
2	10856	28.5%
1	8210	21.5%

Other Punctuation

Value	Count	Frequency (%)
.	19066	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	57198	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	19066	33.3%
0	19066	33.3%
2	10856	19.0%
1	8210	14.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	57198	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	19066	33.3%
0	19066	33.3%
2	10856	19.0%
1	8210	14.4%

UHRSMAIN
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	379
Distinct (%)	0.1%
Missing	184245
Missing (%)	41.6%
Infinite	0
Infinite (%)	0.0%
Mean	354.56949

Minimum	1
Maximum	990
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.4 MiB

Quantile statistics

Minimum	1
5-th percentile	100
Q1	320
median	390
Q3	400
95-th percentile	500
Maximum	990
Range	989
Interquartile range (IQR)	80

Descriptive statistics

Standard deviation	117.46765
Coefficient of variation (CV)	0.33129656
Kurtosis	3.0051763
Mean	354.56949
Median Absolute Deviation (MAD)	15
Skewness	-0.16922213
Sum	91596290
Variance	13798.649
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
400	99635	22.5%
375	29469	6.7%
350	22261	5.0%
300	10838	2.4%
200	8640	2.0%
500	6643	1.5%
320	4879	1.1%
250	4762	1.1%
150	4558	1.0%
450	4500	1.0%
Other values (369)	62146	14.0%
(Missing)	184245	41.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	5	< 0.1%
3	3	< 0.1%
4	1	< 0.1%
5	24	< 0.1%
7	2	< 0.1%
9	1	< 0.1%
10	284	0.1%
12	2	< 0.1%
15	25	< 0.1%
19	1	< 0.1%

Value	Count	Frequency (%)
990	152	< 0.1%
980	19	< 0.1%
970	2	< 0.1%
960	30	< 0.1%
950	7	< 0.1%
940	1	< 0.1%
920	3	< 0.1%
910	10	< 0.1%
900	73	< 0.1%
880	16	< 0.1%

AHRSMAIN
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	561
Distinct (%)	0.2%
Missing	184245
Missing (%)	41.6%
Infinite	0
Infinite (%)	0.0%
Mean	322.93957

Minimum	0
Maximum	990
Zeros	21570
Zeros (%)	4.9%
Negative	0
Negative (%)	0.0%
Memory size	3.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	240
median	375
Q3	400
95-th percentile	525
Maximum	990
Range	990
Interquartile range (IQR)	160

Descriptive statistics

Standard deviation	158.92171
Coefficient of variation (CV)	0.49210975
Kurtosis	0.6077742
Mean	322.93957
Median Absolute Deviation (MAD)	55
Skewness	-0.35086597
Sum	83425301
Variance	25256.11
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
400	66877	15.1%
0	21570	4.9%
375	17906	4.0%
350	14416	3.3%
300	9833	2.2%
320	8249	1.9%
500	7319	1.7%
200	6961	1.6%
450	5648	1.3%
240	4720	1.1%
Other values (551)	94832	21.4%
(Missing)	184245	41.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	21570	4.9%
1	2	< 0.1%
5	27	< 0.1%
7	1	< 0.1%
10	315	0.1%
12	4	< 0.1%
15	44	< 0.1%
20	517	0.1%
21	4	< 0.1%
22	1	< 0.1%

Value	Count	Frequency (%)
990	217	< 0.1%
980	26	< 0.1%
975	3	< 0.1%
970	4	< 0.1%
960	37	< 0.1%
950	13	< 0.1%
940	7	< 0.1%
935	2	< 0.1%
930	1	< 0.1%
920	15	< 0.1%

FTPTMAIN
Categorical

HIGH CORRELATION MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	184245
Missing (%)	41.6%
Memory size	3.4 MiB

1.0	209593
2.0	48738

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	774993
Distinct characters	4
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	209593	47.4%
2.0	48738	11.0%
(Missing)	184245	41.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	209593	81.1%
2.0	48738	18.9%

Most occurring characters

Value	Count	Frequency (%)
.	258331	33.3%
0	258331	33.3%
1	209593	27.0%
2	48738	6.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	516662	66.7%
Other Punctuation	258331	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	258331	50.0%
1	209593	40.6%
2	48738	9.4%

Other Punctuation

Value	Count	Frequency (%)
.	258331	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	774993	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	258331	33.3%
0	258331	33.3%
1	209593	27.0%
2	48738	6.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	774993	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	258331	33.3%
0	258331	33.3%
1	209593	27.0%
2	48738	6.3%

UTOTHRS
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	435
Distinct (%)	0.2%
Missing	184245
Missing (%)	41.6%
Infinite	0
Infinite (%)	0.0%
Mean	362.30302

Minimum	1
Maximum	990
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.4 MiB

Quantile statistics

Minimum	1
5-th percentile	100
Q1	340
median	400
Q3	400
95-th percentile	540
Maximum	990
Range	989
Interquartile range (IQR)	60

Descriptive statistics

Standard deviation	122.80596
Coefficient of variation (CV)	0.33895925
Kurtosis	3.1538863
Mean	362.30302
Median Absolute Deviation (MAD)	25
Skewness	0.076628678
Sum	93594101
Variance	15081.304
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
400	96364	21.8%
375	28191	6.4%
350	21268	4.8%
300	10148	2.3%
200	7968	1.8%
500	7210	1.6%
450	4984	1.1%
320	4692	1.1%
250	4413	1.0%
150	4208	1.0%
Other values (425)	68885	15.6%
(Missing)	184245	41.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	5	< 0.1%
3	3	< 0.1%
4	1	< 0.1%
5	24	< 0.1%
7	2	< 0.1%
9	1	< 0.1%
10	269	0.1%
12	2	< 0.1%
15	24	< 0.1%
19	1	< 0.1%

Value	Count	Frequency (%)
990	308	0.1%
980	19	< 0.1%
975	1	< 0.1%
970	6	< 0.1%
960	30	< 0.1%
950	23	< 0.1%
940	4	< 0.1%
930	8	< 0.1%
920	5	< 0.1%
910	11	< 0.1%

ATOTHRS
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	580
Distinct (%)	0.2%
Missing	184245
Missing (%)	41.6%
Infinite	0
Infinite (%)	0.0%
Mean	329.84996

Minimum	0
Maximum	990
Zeros	21413
Zeros (%)	4.8%
Negative	0
Negative (%)	0.0%
Memory size	3.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	240
median	375
Q3	400
95-th percentile	550
Maximum	990
Range	990
Interquartile range (IQR)	160

Descriptive statistics

Standard deviation	163.36818
Coefficient of variation (CV)	0.49528028
Kurtosis	0.72539995
Mean	329.84996
Median Absolute Deviation (MAD)	55
Skewness	-0.25758995
Sum	85210470
Variance	26689.163
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
400	64875	14.7%
0	21413	4.8%
375	17148	3.9%
350	13849	3.1%
300	9310	2.1%
320	7971	1.8%
500	7604	1.7%
200	6543	1.5%
450	5856	1.3%
240	4460	1.0%
Other values (570)	99302	22.4%
(Missing)	184245	41.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	21413	4.8%
1	2	< 0.1%
5	29	< 0.1%
7	1	< 0.1%
10	293	0.1%
12	4	< 0.1%
15	42	< 0.1%
20	495	0.1%
21	4	< 0.1%
22	1	< 0.1%

Value	Count	Frequency (%)
990	363	0.1%
980	27	< 0.1%
975	4	< 0.1%
970	8	< 0.1%
960	43	< 0.1%
950	28	< 0.1%
940	13	< 0.1%
935	1	< 0.1%
930	1	< 0.1%
920	20	< 0.1%

HRSAWAY
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	207
Distinct (%)	0.1%
Missing	236312
Missing (%)	53.4%
Infinite	0
Infinite (%)	0.0%
Mean	14.310398

Minimum	0
Maximum	990
Zeros	178820
Zeros (%)	40.4%
Negative	0
Negative (%)	0.0%
Memory size	3.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	80
Maximum	990
Range	990
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	46.67746
Coefficient of variation (CV)	3.2617862
Kurtosis	26.655018
Mean	14.310398
Median Absolute Deviation (MAD)	0
Skewness	4.5492512
Sum	2951720
Variance	2178.7852
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	178820	40.4%
80	6595	1.5%
160	2106	0.5%
75	2105	0.5%
70	1592	0.4%
40	1496	0.3%
20	1090	0.2%
240	939	0.2%
150	879	0.2%
100	875	0.2%
Other values (197)	9767	2.2%
(Missing)	236312	53.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	178820	40.4%
1	2	< 0.1%
2	3	< 0.1%
3	2	< 0.1%
5	92	< 0.1%
7	9	< 0.1%
8	2	< 0.1%
10	589	0.1%
11	1	< 0.1%
12	8	< 0.1%

Value	Count	Frequency (%)
990	1	< 0.1%
960	1	< 0.1%
720	3	< 0.1%
700	1	< 0.1%
650	1	< 0.1%
600	13	< 0.1%
580	1	< 0.1%
560	3	< 0.1%
520	1	< 0.1%
500	7	< 0.1%

YAWAY
Categorical

HIGH CORRELATION MISSING

Distinct	5
Distinct (%)	< 0.1%
Missing	415132
Missing (%)	93.8%
Memory size	3.4 MiB

1.0	10283
3.0	7787
2.0	5523
0.0	3270
4.0	581

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	82332
Distinct characters	6
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	1.0
3rd row	1.0
4th row	3.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	10283	2.3%
3.0	7787	1.8%
2.0	5523	1.2%
0.0	3270	0.7%
4.0	581	0.1%
(Missing)	415132	93.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	10283	37.5%
3.0	7787	28.4%
2.0	5523	20.1%
0.0	3270	11.9%
4.0	581	2.1%

Most occurring characters

Value	Count	Frequency (%)
0	30714	37.3%
.	27444	33.3%
1	10283	12.5%
3	7787	9.5%
2	5523	6.7%
4	581	0.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	54888	66.7%
Other Punctuation	27444	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	30714	56.0%
1	10283	18.7%
3	7787	14.2%
2	5523	10.1%
4	581	1.1%

Other Punctuation

Value	Count	Frequency (%)
.	27444	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	82332	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	30714	37.3%
.	27444	33.3%
1	10283	12.5%
3	7787	9.5%
2	5523	6.7%
4	581	0.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	82332	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	30714	37.3%
.	27444	33.3%
1	10283	12.5%
3	7787	9.5%
2	5523	6.7%
4	581	0.7%

PAIDOT
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	208
Distinct (%)	0.1%
Missing	236312
Missing (%)	53.4%
Infinite	0
Infinite (%)	0.0%
Mean	7.7209789

Minimum	0
Maximum	990
Zeros	187593
Zeros (%)	42.4%
Negative	0
Negative (%)	0.0%
Memory size	3.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	50
Maximum	990
Range	990
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	34.819115
Coefficient of variation (CV)	4.5096762
Kurtosis	71.853871
Mean	7.7209789
Median Absolute Deviation (MAD)	0
Skewness	7.1939184
Sum	1592560
Variance	1212.3707
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	187593	42.4%
20	1731	0.4%
40	1667	0.4%
80	1640	0.4%
100	1611	0.4%
50	1454	0.3%
10	1223	0.3%
30	1143	0.3%
120	903	0.2%
60	890	0.2%
Other values (198)	6409	1.4%
(Missing)	236312	53.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	187593	42.4%
1	7	< 0.1%
2	24	< 0.1%
3	32	< 0.1%
4	6	< 0.1%
5	330	0.1%
6	3	< 0.1%
7	20	< 0.1%
8	12	< 0.1%
9	2	< 0.1%

Value	Count	Frequency (%)
990	1	< 0.1%
820	1	< 0.1%
800	1	< 0.1%
750	1	< 0.1%
730	1	< 0.1%
720	3	< 0.1%
700	5	< 0.1%
695	1	< 0.1%
680	1	< 0.1%
625	1	< 0.1%

UNPAIDOT
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	120
Distinct (%)	0.1%
Missing	236312
Missing (%)	53.4%
Infinite	0
Infinite (%)	0.0%
Mean	6.5365842

Minimum	0
Maximum	990
Zeros	188588
Zeros (%)	42.6%
Negative	0
Negative (%)	0.0%
Memory size	3.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	50
Maximum	990
Range	990
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	28.90528
Coefficient of variation (CV)	4.4220773
Kurtosis	97.834219
Mean	6.5365842
Median Absolute Deviation (MAD)	0
Skewness	7.5065226
Sum	1348262
Variance	835.51524
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	188588	42.6%
50	2948	0.7%
100	2828	0.6%
20	1780	0.4%
40	1421	0.3%
30	1298	0.3%
10	969	0.2%
150	962	0.2%
60	882	0.2%
80	881	0.2%
Other values (110)	3707	0.8%
(Missing)	236312	53.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	188588	42.6%
2	15	< 0.1%
3	9	< 0.1%
4	2	< 0.1%
5	205	< 0.1%
6	3	< 0.1%
7	10	< 0.1%
8	8	< 0.1%
10	969	0.2%
12	6	< 0.1%

Value	Count	Frequency (%)
990	3	< 0.1%
980	1	< 0.1%
880	1	< 0.1%
800	3	< 0.1%
750	2	< 0.1%
650	1	< 0.1%
630	1	< 0.1%
600	8	< 0.1%
560	1	< 0.1%
550	2	< 0.1%

XTRAHRS
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	232
Distinct (%)	0.1%
Missing	236312
Missing (%)	53.4%
Infinite	0
Infinite (%)	0.0%
Mean	14.257563

Minimum	0
Maximum	990
Zeros	170981
Zeros (%)	38.6%
Negative	0
Negative (%)	0.0%
Memory size	3.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	100
Maximum	990
Range	990
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	44.704272
Coefficient of variation (CV)	3.1354778
Kurtosis	42.22781
Mean	14.257563
Median Absolute Deviation (MAD)	0
Skewness	5.2395814
Sum	2940822
Variance	1998.472
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	170981	38.6%
100	4367	1.0%
50	4209	1.0%
20	3259	0.7%
40	2954	0.7%
80	2487	0.6%
30	2250	0.5%
10	1955	0.4%
60	1754	0.4%
200	1453	0.3%
Other values (222)	10595	2.4%
(Missing)	236312	53.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	170981	38.6%
1	5	< 0.1%
2	32	< 0.1%
3	40	< 0.1%
4	7	< 0.1%
5	466	0.1%
6	2	< 0.1%
7	26	< 0.1%
8	19	< 0.1%
9	2	< 0.1%

Value	Count	Frequency (%)
990	4	< 0.1%
980	1	< 0.1%
880	1	< 0.1%
840	1	< 0.1%
820	2	< 0.1%
800	4	< 0.1%
750	3	< 0.1%
730	1	< 0.1%
720	4	< 0.1%
700	6	< 0.1%

WHYPT
Real number (ℝ)

MISSING

Distinct	8
Distinct (%)	< 0.1%
Missing	393838
Missing (%)	89.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.1078214

Minimum	0
Maximum	7
Zeros	2952
Zeros (%)	0.7%
Negative	0
Negative (%)	0.0%
Memory size	3.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4
median	4
Q3	5
95-th percentile	7
Maximum	7
Range	7
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.7762387
Coefficient of variation (CV)	0.43240407
Kurtosis	0.11897954
Mean	4.1078214
Median Absolute Deviation (MAD)	1
Skewness	-0.63687555
Sum	200207
Variance	3.1550239
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
4	14969	3.4%
5	14552	3.3%
7	4596	1.0%
2	3721	0.8%
6	2987	0.7%
0	2952	0.7%
3	2537	0.6%
1	2424	0.5%
(Missing)	393838	89.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2952	0.7%
1	2424	0.5%
2	3721	0.8%
3	2537	0.6%
4	14969	3.4%
5	14552	3.3%
6	2987	0.7%
7	4596	1.0%

Value	Count	Frequency (%)
7	4596	1.0%
6	2987	0.7%
5	14552	3.3%
4	14969	3.4%
3	2537	0.6%
2	3721	0.8%
1	2424	0.5%
0	2952	0.7%

TENURE
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	240
Distinct (%)	0.1%
Missing	184245
Missing (%)	41.6%
Infinite	0
Infinite (%)	0.0%
Mean	94.711494

Minimum	1
Maximum	240
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.4 MiB

Quantile statistics

Minimum	1
5-th percentile	4
Q1	21
median	64
Q3	165
95-th percentile	240
Maximum	240
Range	239
Interquartile range (IQR)	144

Descriptive statistics

Standard deviation	84.343062
Coefficient of variation (CV)	0.89052615
Kurtosis	-1.0843687
Mean	94.711494
Median Absolute Deviation (MAD)	52
Skewness	0.63995976
Sum	24466915
Variance	7113.7522
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
240	37010	8.4%
6	4236	1.0%
7	4047	0.9%
8	3956	0.9%
5	3928	0.9%
4	3599	0.8%
2	3549	0.8%
3	3499	0.8%
9	3491	0.8%
10	3296	0.7%
Other values (230)	187720	42.4%
(Missing)	184245	41.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	2784	0.6%
2	3549	0.8%
3	3499	0.8%
4	3599	0.8%
5	3928	0.9%
6	4236	1.0%
7	4047	0.9%
8	3956	0.9%
9	3491	0.8%
10	3296	0.7%

Value	Count	Frequency (%)
240	37010	8.4%
239	316	0.1%
238	306	0.1%
237	304	0.1%
236	350	0.1%
235	321	0.1%
234	305	0.1%
233	247	0.1%
232	250	0.1%
231	239	0.1%

PREVTEN
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	240
Distinct (%)	0.8%
Missing	410825
Missing (%)	92.8%
Infinite	0
Infinite (%)	0.0%
Mean	58.6385

Minimum	1
Maximum	240
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.4 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	5
median	17
Q3	75
95-th percentile	240
Maximum	240
Range	239
Interquartile range (IQR)	70

Descriptive statistics

Standard deviation	80.168286
Coefficient of variation (CV)	1.3671613
Kurtosis	0.52987434
Mean	58.6385
Median Absolute Deviation (MAD)	14
Skewness	1.4324672
Sum	1861831
Variance	6426.954
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
240	3490	0.8%
4	2286	0.5%
3	2014	0.5%
1	1709	0.4%
2	1702	0.4%
5	1199	0.3%
6	1023	0.2%
7	947	0.2%
8	934	0.2%
9	584	0.1%
Other values (230)	15863	3.6%
(Missing)	410825	92.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1709	0.4%
2	1702	0.4%
3	2014	0.5%
4	2286	0.5%
5	1199	0.3%
6	1023	0.2%
7	947	0.2%
8	934	0.2%
9	584	0.1%
10	467	0.1%

Value	Count	Frequency (%)
240	3490	0.8%
239	24	< 0.1%
238	13	< 0.1%
237	17	< 0.1%
236	20	< 0.1%
235	22	< 0.1%
234	33	< 0.1%
233	11	< 0.1%
232	18	< 0.1%
231	19	< 0.1%

HRLYEARN
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	5838
Distinct (%)	2.6%
Missing	218784
Missing (%)	49.4%
Infinite	0
Infinite (%)	0.0%
Mean	3433.6227

Minimum	577
Maximum	21635
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.4 MiB

Quantile statistics

Minimum	577
5-th percentile	1550
Q1	2100
median	2933
Q3	4300
95-th percentile	6785.9
Maximum	21635
Range	21058
Interquartile range (IQR)	2200

Descriptive statistics

Standard deviation	1849.8759
Coefficient of variation (CV)	0.53875341
Kurtosis	7.5171409
Mean	3433.6227
Median Absolute Deviation (MAD)	973
Skewness	2.064211
Sum	7.6841728 × 10⁸
Variance	3422041
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2000	7211	1.6%
2500	6889	1.6%
1800	4712	1.1%
3000	4701	1.1%
2200	4298	1.0%
1700	4231	1.0%
1500	3958	0.9%
2100	3576	0.8%
2300	3534	0.8%
1600	3480	0.8%
Other values (5828)	177202	40.0%
(Missing)	218784	49.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
577	1	< 0.1%
582	1	< 0.1%
667	1	< 0.1%
673	1	< 0.1%
692	4	< 0.1%
703	1	< 0.1%
714	1	< 0.1%
721	5	< 0.1%
722	1	< 0.1%
735	1	< 0.1%

Value	Count	Frequency (%)
21635	1	< 0.1%
21410	1	< 0.1%
20833	1	< 0.1%
20673	1	< 0.1%
20568	1	< 0.1%
20529	1	< 0.1%
20513	3	< 0.1%
20000	1	< 0.1%
19780	2	< 0.1%
19231	29	< 0.1%

UNION
Categorical

HIGH CORRELATION MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	218784
Missing (%)	49.4%
Memory size	3.4 MiB

3.0	149896
1.0	69402
2.0	4494

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	671376
Distinct characters	5
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3.0
2nd row	3.0
3rd row	3.0
4th row	3.0
5th row	3.0

Common Values

Value	Count	Frequency (%)
3.0	149896	33.9%
1.0	69402	15.7%
2.0	4494	1.0%
(Missing)	218784	49.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3.0	149896	67.0%
1.0	69402	31.0%
2.0	4494	2.0%

Most occurring characters

Value	Count	Frequency (%)
.	223792	33.3%
0	223792	33.3%
3	149896	22.3%
1	69402	10.3%
2	4494	0.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	447584	66.7%
Other Punctuation	223792	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	223792	50.0%
3	149896	33.5%
1	69402	15.5%
2	4494	1.0%

Other Punctuation

Value	Count	Frequency (%)
.	223792	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	671376	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	223792	33.3%
0	223792	33.3%
3	149896	22.3%
1	69402	10.3%
2	4494	0.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	671376	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	223792	33.3%
0	223792	33.3%
3	149896	22.3%
1	69402	10.3%
2	4494	0.7%

PERMTEMP
Categorical

IMBALANCE MISSING

Distinct	4
Distinct (%)	< 0.1%
Missing	218784
Missing (%)	49.4%
Memory size	3.4 MiB

1.0	200416
3.0	13074
4.0	7555
2.0	2747

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	671376
Distinct characters	6
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	200416	45.3%
3.0	13074	3.0%
4.0	7555	1.7%
2.0	2747	0.6%
(Missing)	218784	49.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	200416	89.6%
3.0	13074	5.8%
4.0	7555	3.4%
2.0	2747	1.2%

Most occurring characters

Value	Count	Frequency (%)
.	223792	33.3%
0	223792	33.3%
1	200416	29.9%
3	13074	1.9%
4	7555	1.1%
2	2747	0.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	447584	66.7%
Other Punctuation	223792	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	223792	50.0%
1	200416	44.8%
3	13074	2.9%
4	7555	1.7%
2	2747	0.6%

Other Punctuation

Value	Count	Frequency (%)
.	223792	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	671376	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	223792	33.3%
0	223792	33.3%
1	200416	29.9%
3	13074	1.9%
4	7555	1.1%
2	2747	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	671376	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	223792	33.3%
0	223792	33.3%
1	200416	29.9%
3	13074	1.9%
4	7555	1.1%
2	2747	0.4%

ESTSIZE
Categorical

HIGH CORRELATION MISSING

Distinct	4
Distinct (%)	< 0.1%
Missing	218784
Missing (%)	49.4%
Memory size	3.4 MiB

2.0	74001
1.0	67963
3.0	46275
4.0	35553

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	671376
Distinct characters	6
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	2.0
3rd row	1.0
4th row	3.0
5th row	2.0

Common Values

Value	Count	Frequency (%)
2.0	74001	16.7%
1.0	67963	15.4%
3.0	46275	10.5%
4.0	35553	8.0%
(Missing)	218784	49.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2.0	74001	33.1%
1.0	67963	30.4%
3.0	46275	20.7%
4.0	35553	15.9%

Most occurring characters

Value	Count	Frequency (%)
.	223792	33.3%
0	223792	33.3%
2	74001	11.0%
1	67963	10.1%
3	46275	6.9%
4	35553	5.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	447584	66.7%
Other Punctuation	223792	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	223792	50.0%
2	74001	16.5%
1	67963	15.2%
3	46275	10.3%
4	35553	7.9%

Other Punctuation

Value	Count	Frequency (%)
.	223792	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	671376	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	223792	33.3%
0	223792	33.3%
2	74001	11.0%
1	67963	10.1%
3	46275	6.9%
4	35553	5.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	671376	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	223792	33.3%
0	223792	33.3%
2	74001	11.0%
1	67963	10.1%
3	46275	6.9%
4	35553	5.3%

FIRMSIZE
Categorical

HIGH CORRELATION MISSING

Distinct	4
Distinct (%)	< 0.1%
Missing	218784
Missing (%)	49.4%
Memory size	3.4 MiB

4.0	113823
1.0	37302
2.0	36718
3.0	35949

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	671376
Distinct characters	6
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3.0
2nd row	2.0
3rd row	1.0
4th row	4.0
5th row	2.0

Common Values

Value	Count	Frequency (%)
4.0	113823	25.7%
1.0	37302	8.4%
2.0	36718	8.3%
3.0	35949	8.1%
(Missing)	218784	49.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
4.0	113823	50.9%
1.0	37302	16.7%
2.0	36718	16.4%
3.0	35949	16.1%

Most occurring characters

Value	Count	Frequency (%)
.	223792	33.3%
0	223792	33.3%
4	113823	17.0%
1	37302	5.6%
2	36718	5.5%
3	35949	5.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	447584	66.7%
Other Punctuation	223792	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	223792	50.0%
4	113823	25.4%
1	37302	8.3%
2	36718	8.2%
3	35949	8.0%

Other Punctuation

Value	Count	Frequency (%)
.	223792	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	671376	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	223792	33.3%
0	223792	33.3%
4	113823	17.0%
1	37302	5.6%
2	36718	5.5%
3	35949	5.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	671376	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	223792	33.3%
0	223792	33.3%
4	113823	17.0%
1	37302	5.6%
2	36718	5.5%
3	35949	5.4%

DURUNEMP
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	95
Distinct (%)	0.6%
Missing	426231
Missing (%)	96.3%
Infinite	0
Infinite (%)	0.0%
Mean	16.453166

Minimum	1
Maximum	99
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.4 MiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	4
median	10
Q3	20
95-th percentile	52
Maximum	99
Range	98
Interquartile range (IQR)	16

Descriptive statistics

Standard deviation	19.353499
Coefficient of variation (CV)	1.1762781
Kurtosis	5.8473124
Mean	16.453166
Median Absolute Deviation (MAD)	6
Skewness	2.3046171
Sum	268927
Variance	374.5579
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4	2085	0.5%
3	1192	0.3%
8	1173	0.3%
2	1165	0.3%
12	1068	0.2%
6	765	0.2%
16	751	0.2%
1	744	0.2%
10	687	0.2%
20	687	0.2%
Other values (85)	6028	1.4%
(Missing)	426231	96.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	744	0.2%
2	1165	0.3%
3	1192	0.3%
4	2085	0.5%
5	352	0.1%
6	765	0.2%
7	416	0.1%
8	1173	0.3%
9	182	< 0.1%
10	687	0.2%

Value	Count	Frequency (%)
99	322	0.1%
98	2	< 0.1%
97	1	< 0.1%
96	5	< 0.1%
95	1	< 0.1%
94	2	< 0.1%
92	11	< 0.1%
90	5	< 0.1%
89	2	< 0.1%
88	3	< 0.1%

FLOWUNEM
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	8
Distinct (%)	< 0.1%
Missing	425429
Missing (%)	96.1%
Infinite	0
Infinite (%)	0.0%
Mean	4.3762174

Minimum	1
Maximum	8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.4 MiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	2
median	5
Q3	6
95-th percentile	7
Maximum	8
Range	7
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.1303605
Coefficient of variation (CV)	0.48680408
Kurtosis	-1.4352849
Mean	4.3762174
Median Absolute Deviation (MAD)	2
Skewness	-0.0053892116
Sum	75039
Variance	4.5384359
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
2	4903	1.1%
6	3389	0.8%
7	2587	0.6%
5	2269	0.5%
3	1293	0.3%
4	1082	0.2%
1	822	0.2%
8	802	0.2%
(Missing)	425429	96.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	822	0.2%
2	4903	1.1%
3	1293	0.3%
4	1082	0.2%
5	2269	0.5%
6	3389	0.8%
7	2587	0.6%
8	802	0.2%

Value	Count	Frequency (%)
8	802	0.2%
7	2587	0.6%
6	3389	0.8%
5	2269	0.5%
4	1082	0.2%
3	1293	0.3%
2	4903	1.1%
1	822	0.2%

UNEMFTPT
Categorical

HIGH CORRELATION MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	425429
Missing (%)	96.1%
Memory size	3.4 MiB

1.0	12037
2.0	4308
3.0	802

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	51441
Distinct characters	5
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2.0
2nd row	1.0
3rd row	2.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	12037	2.7%
2.0	4308	1.0%
3.0	802	0.2%
(Missing)	425429	96.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	12037	70.2%
2.0	4308	25.1%
3.0	802	4.7%

Most occurring characters

Value	Count	Frequency (%)
.	17147	33.3%
0	17147	33.3%
1	12037	23.4%
2	4308	8.4%
3	802	1.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	34294	66.7%
Other Punctuation	17147	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	17147	50.0%
1	12037	35.1%
2	4308	12.6%
3	802	2.3%

Other Punctuation

Value	Count	Frequency (%)
.	17147	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	51441	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	17147	33.3%
0	17147	33.3%
1	12037	23.4%
2	4308	8.4%
3	802	1.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	51441	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	17147	33.3%
0	17147	33.3%
1	12037	23.4%
2	4308	8.4%
3	802	1.6%

WHYLEFTO
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	6
Distinct (%)	< 0.1%
Missing	410825
Missing (%)	92.8%
Infinite	0
Infinite (%)	0.0%
Mean	3.319423

Minimum	0
Maximum	5
Zeros	3105
Zeros (%)	0.7%
Negative	0
Negative (%)	0.0%
Memory size	3.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	4
Q3	4
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.4084158
Coefficient of variation (CV)	0.42429536
Kurtosis	0.65167799
Mean	3.319423
Median Absolute Deviation (MAD)	1
Skewness	-1.2519133
Sum	105395
Variance	1.983635
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
4	15848	3.6%
3	6217	1.4%
5	3868	0.9%
0	3105	0.7%
1	1414	0.3%
2	1299	0.3%
(Missing)	410825	92.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3105	0.7%
1	1414	0.3%
2	1299	0.3%
3	6217	1.4%
4	15848	3.6%
5	3868	0.9%

Value	Count	Frequency (%)
5	3868	0.9%
4	15848	3.6%
3	6217	1.4%
2	1299	0.3%
1	1414	0.3%
0	3105	0.7%

WHYLEFTN
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	14
Distinct (%)	< 0.1%
Missing	410825
Missing (%)	92.8%
Infinite	0
Infinite (%)	0.0%
Mean	7.5882649

Minimum	0
Maximum	13
Zeros	1175
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	3.4 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	5
median	8
Q3	10
95-th percentile	12
Maximum	13
Range	13
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	3.3710224
Coefficient of variation (CV)	0.44424152
Kurtosis	-0.46681837
Mean	7.5882649
Median Absolute Deviation (MAD)	2
Skewness	-0.40716866
Sum	240935
Variance	11.363792
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
5	6217	1.4%
9	6016	1.4%
10	4066	0.9%
7	3868	0.9%
12	3760	0.8%
6	1660	0.4%
13	1522	0.3%
1	1414	0.3%
0	1175	0.3%
4	657	0.1%
Other values (4)	1396	0.3%
(Missing)	410825	92.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1175	0.3%
1	1414	0.3%
2	348	0.1%
3	294	0.1%
4	657	0.1%
5	6217	1.4%
6	1660	0.4%
7	3868	0.9%
8	270	0.1%
9	6016	1.4%

Value	Count	Frequency (%)
13	1522	0.3%
12	3760	0.8%
11	484	0.1%
10	4066	0.9%
9	6016	1.4%
8	270	0.1%
7	3868	0.9%
6	1660	0.4%
5	6217	1.4%
4	657	0.1%

DURJLESS
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	239
Distinct (%)	0.2%
Missing	288071
Missing (%)	65.1%
Infinite	0
Infinite (%)	0.0%
Mean	107.74683

Minimum	1
Maximum	240
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.4 MiB

Quantile statistics

Minimum	1
5-th percentile	3
Q1	21
median	86
Q3	196
95-th percentile	240
Maximum	240
Range	239
Interquartile range (IQR)	175

Descriptive statistics

Standard deviation	88.871668
Coefficient of variation (CV)	0.82481932
Kurtosis	-1.4084006
Mean	107.74683
Median Absolute Deviation (MAD)	76
Skewness	0.34492372
Sum	16647424
Variance	7898.1733
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
240	29473	6.7%
2	3445	0.8%
6	3439	0.8%
4	3227	0.7%
5	3208	0.7%
3	3185	0.7%
7	3131	0.7%
8	2908	0.7%
1	2494	0.6%
9	2449	0.6%
Other values (229)	97546	22.0%
(Missing)	288071	65.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	2494	0.6%
2	3445	0.8%
3	3185	0.7%
4	3227	0.7%
5	3208	0.7%
6	3439	0.8%
7	3131	0.7%
8	2908	0.7%
9	2449	0.6%
10	1386	0.3%

Value	Count	Frequency (%)
240	29473	6.7%
239	277	0.1%
238	265	0.1%
237	268	0.1%
236	281	0.1%
235	190	< 0.1%
234	152	< 0.1%
233	156	< 0.1%
232	177	< 0.1%
231	152	< 0.1%

AVAILABL
Categorical

HIGH CORRELATION IMBALANCE MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	422834
Missing (%)	95.5%
Memory size	3.4 MiB

2.0	18136
1.0	1606

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	59226
Distinct characters	4
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2.0
2nd row	2.0
3rd row	2.0
4th row	2.0
5th row	2.0

Common Values

Value	Count	Frequency (%)
2.0	18136	4.1%
1.0	1606	0.4%
(Missing)	422834	95.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2.0	18136	91.9%
1.0	1606	8.1%

Most occurring characters

Value	Count	Frequency (%)
.	19742	33.3%
0	19742	33.3%
2	18136	30.6%
1	1606	2.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	39484	66.7%
Other Punctuation	19742	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	19742	50.0%
2	18136	45.9%
1	1606	4.1%

Other Punctuation

Value	Count	Frequency (%)
.	19742	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	59226	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	19742	33.3%
0	19742	33.3%
2	18136	30.6%
1	1606	2.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	59226	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	19742	33.3%
0	19742	33.3%
2	18136	30.6%
1	1606	2.7%

LKPUBAG
Categorical

CONSTANT MISSING

Distinct	1
Distinct (%)	< 0.1%
Missing	440335
Missing (%)	99.5%
Memory size	3.4 MiB

1.0	2241

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	6723
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	2241	0.5%
(Missing)	440335	99.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	2241	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	2241	33.3%
.	2241	33.3%
0	2241	33.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4482	66.7%
Other Punctuation	2241	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	2241	50.0%
0	2241	50.0%

Other Punctuation

Value	Count	Frequency (%)
.	2241	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	6723	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	2241	33.3%
.	2241	33.3%
0	2241	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6723	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	2241	33.3%
.	2241	33.3%
0	2241	33.3%

LKEMPLOY
Categorical

CONSTANT MISSING

Distinct	1
Distinct (%)	< 0.1%
Missing	434674
Missing (%)	98.2%
Memory size	3.4 MiB

1.0	7902

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	23706
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	7902	1.8%
(Missing)	434674	98.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	7902	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	7902	33.3%
.	7902	33.3%
0	7902	33.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	15804	66.7%
Other Punctuation	7902	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	7902	50.0%
0	7902	50.0%

Other Punctuation

Value	Count	Frequency (%)
.	7902	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	23706	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	7902	33.3%
.	7902	33.3%
0	7902	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	23706	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	7902	33.3%
.	7902	33.3%
0	7902	33.3%

LKRELS
Categorical

CONSTANT MISSING

Distinct	1
Distinct (%)	< 0.1%
Missing	437169
Missing (%)	98.8%
Memory size	3.4 MiB

1.0	5407

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	16221
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	5407	1.2%
(Missing)	437169	98.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	5407	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	5407	33.3%
.	5407	33.3%
0	5407	33.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	10814	66.7%
Other Punctuation	5407	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	5407	50.0%
0	5407	50.0%

Other Punctuation

Value	Count	Frequency (%)
.	5407	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	16221	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	5407	33.3%
.	5407	33.3%
0	5407	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	16221	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	5407	33.3%
.	5407	33.3%
0	5407	33.3%

LKATADS
Categorical

CONSTANT MISSING

Distinct	1
Distinct (%)	< 0.1%
Missing	430293
Missing (%)	97.2%
Memory size	3.4 MiB

1.0	12283

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	36849
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	12283	2.8%
(Missing)	430293	97.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	12283	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	12283	33.3%
.	12283	33.3%
0	12283	33.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	24566	66.7%
Other Punctuation	12283	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	12283	50.0%
0	12283	50.0%

Other Punctuation

Value	Count	Frequency (%)
.	12283	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	36849	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	12283	33.3%
.	12283	33.3%
0	12283	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	36849	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	12283	33.3%
.	12283	33.3%
0	12283	33.3%

LKANSADS
Categorical

CONSTANT MISSING

Distinct	1
Distinct (%)	< 0.1%
Missing	435503
Missing (%)	98.4%
Memory size	3.4 MiB

1.0	7073

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	21219
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	7073	1.6%
(Missing)	435503	98.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	7073	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	7073	33.3%
.	7073	33.3%
0	7073	33.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	14146	66.7%
Other Punctuation	7073	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	7073	50.0%
0	7073	50.0%

Other Punctuation

Value	Count	Frequency (%)
.	7073	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	21219	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	7073	33.3%
.	7073	33.3%
0	7073	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	21219	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	7073	33.3%
.	7073	33.3%
0	7073	33.3%

LKOTHERN
Categorical

CONSTANT MISSING

Distinct	1
Distinct (%)	< 0.1%
Missing	438545
Missing (%)	99.1%
Memory size	3.4 MiB

1.0	4031

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	12093
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	4031	0.9%
(Missing)	438545	99.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	4031	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	4031	33.3%
.	4031	33.3%
0	4031	33.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	8062	66.7%
Other Punctuation	4031	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	4031	50.0%
0	4031	50.0%

Other Punctuation

Value	Count	Frequency (%)
.	4031	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	12093	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	4031	33.3%
.	4031	33.3%
0	4031	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	12093	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	4031	33.3%
.	4031	33.3%
0	4031	33.3%

PRIORACT
Categorical

HIGH CORRELATION MISSING

Distinct	4
Distinct (%)	< 0.1%
Missing	427053
Missing (%)	96.5%
Memory size	3.4 MiB

1.0	7278
3.0	3453
2.0	2931
0.0	1861

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	46569
Distinct characters	5
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2.0
2nd row	1.0
3rd row	2.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	7278	1.6%
3.0	3453	0.8%
2.0	2931	0.7%
0.0	1861	0.4%
(Missing)	427053	96.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	7278	46.9%
3.0	3453	22.2%
2.0	2931	18.9%
0.0	1861	12.0%

Most occurring characters

Value	Count	Frequency (%)
0	17384	37.3%
.	15523	33.3%
1	7278	15.6%
3	3453	7.4%
2	2931	6.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	31046	66.7%
Other Punctuation	15523	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	17384	56.0%
1	7278	23.4%
3	3453	11.1%
2	2931	9.4%

Other Punctuation

Value	Count	Frequency (%)
.	15523	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	46569	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	17384	37.3%
.	15523	33.3%
1	7278	15.6%
3	3453	7.4%
2	2931	6.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	46569	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	17384	37.3%
.	15523	33.3%
1	7278	15.6%
3	3453	7.4%
2	2931	6.3%

YNOLOOK
Real number (ℝ)

MISSING

Distinct	7
Distinct (%)	0.1%
Missing	436914
Missing (%)	98.7%
Infinite	0
Infinite (%)	0.0%
Mean	2.4784528

Minimum	0
Maximum	6
Zeros	955
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	3.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	2
Q3	4
95-th percentile	6
Maximum	6
Range	6
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	1.8998448
Coefficient of variation (CV)	0.76654466
Kurtosis	-1.3231813
Mean	2.4784528
Median Absolute Deviation (MAD)	2
Skewness	0.22652333
Sum	14033
Variance	3.6094102
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
1	1555	0.4%
4	1292	0.3%
0	955	0.2%
5	662	0.1%
2	500	0.1%
3	396	0.1%
6	302	0.1%
(Missing)	436914	98.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	955	0.2%
1	1555	0.4%
2	500	0.1%
3	396	0.1%
4	1292	0.3%
5	662	0.1%
6	302	0.1%

Value	Count	Frequency (%)
6	302	0.1%
5	662	0.1%
4	1292	0.3%
3	396	0.1%
2	500	0.1%
1	1555	0.4%
0	955	0.2%

TLOLOOK
Categorical

HIGH CORRELATION MISSING

Distinct	2
Distinct (%)	0.2%
Missing	441754
Missing (%)	99.8%
Memory size	3.4 MiB

2.0	524
1.0	298

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	2466
Distinct characters	4
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2.0
2nd row	2.0
3rd row	2.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
2.0	524	0.1%
1.0	298	0.1%
(Missing)	441754	99.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2.0	524	63.7%
1.0	298	36.3%

Most occurring characters

Value	Count	Frequency (%)
.	822	33.3%
0	822	33.3%
2	524	21.2%
1	298	12.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1644	66.7%
Other Punctuation	822	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	822	50.0%
2	524	31.9%
1	298	18.1%

Other Punctuation

Value	Count	Frequency (%)
.	822	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2466	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	822	33.3%
0	822	33.3%
2	524	21.2%
1	298	12.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2466	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	822	33.3%
0	822	33.3%
2	524	21.2%
1	298	12.1%

SCHOOLN
Categorical

IMBALANCE MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	112181
Missing (%)	25.3%
Memory size	3.4 MiB

1.0	281283
2.0	42299
3.0	6813

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	991185
Distinct characters	5
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	281283	63.6%
2.0	42299	9.6%
3.0	6813	1.5%
(Missing)	112181	25.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	281283	85.1%
2.0	42299	12.8%
3.0	6813	2.1%

Most occurring characters

Value	Count	Frequency (%)
.	330395	33.3%
0	330395	33.3%
1	281283	28.4%
2	42299	4.3%
3	6813	0.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	660790	66.7%
Other Punctuation	330395	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	330395	50.0%
1	281283	42.6%
2	42299	6.4%
3	6813	1.0%

Other Punctuation

Value	Count	Frequency (%)
.	330395	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	991185	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	330395	33.3%
0	330395	33.3%
1	281283	28.4%
2	42299	4.3%
3	6813	0.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	991185	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	330395	33.3%
0	330395	33.3%
1	281283	28.4%
2	42299	4.3%
3	6813	0.7%

EFAMTYPE
Real number (ℝ)

Distinct	18
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.2662639

Minimum	1
Maximum	18
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.4 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	4
Q3	11
95-th percentile	18
Maximum	18
Range	17
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	5.4088466
Coefficient of variation (CV)	0.86316931
Kurtosis	-0.43990191
Mean	6.2662639
Median Absolute Deviation (MAD)	3
Skewness	0.91044806
Sum	2773298
Variance	29.255622
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
1	82875	18.7%
3	82056	18.5%
11	62179	14.0%
2	56312	12.7%
18	36867	8.3%
4	22292	5.0%
5	21634	4.9%
6	17978	4.1%
8	16930	3.8%
14	13747	3.1%
Other values (8)	29706	6.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	82875	18.7%
2	56312	12.7%
3	82056	18.5%
4	22292	5.0%
5	21634	4.9%
6	17978	4.1%
7	4585	1.0%
8	16930	3.8%
9	6473	1.5%
10	3019	0.7%

Value	Count	Frequency (%)
18	36867	8.3%
17	1593	0.4%
16	4078	0.9%
15	5728	1.3%
14	13747	3.1%
13	1401	0.3%
12	2829	0.6%
11	62179	14.0%
10	3019	0.7%
9	6473	1.5%

AGYOWNK
Categorical

HIGH CORRELATION MISSING

Distinct	4
Distinct (%)	< 0.1%
Missing	327294
Missing (%)	74.0%
Memory size	3.4 MiB

1.0	38621
2.0	35128
3.0	21506
4.0	20027

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	345846
Distinct characters	6
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2.0
2nd row	2.0
3rd row	2.0
4th row	4.0
5th row	3.0

Common Values

Value	Count	Frequency (%)
1.0	38621	8.7%
2.0	35128	7.9%
3.0	21506	4.9%
4.0	20027	4.5%
(Missing)	327294	74.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	38621	33.5%
2.0	35128	30.5%
3.0	21506	18.7%
4.0	20027	17.4%

Most occurring characters

Value	Count	Frequency (%)
.	115282	33.3%
0	115282	33.3%
1	38621	11.2%
2	35128	10.2%
3	21506	6.2%
4	20027	5.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	230564	66.7%
Other Punctuation	115282	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	115282	50.0%
1	38621	16.8%
2	35128	15.2%
3	21506	9.3%
4	20027	8.7%

Other Punctuation

Value	Count	Frequency (%)
.	115282	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	345846	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	115282	33.3%
0	115282	33.3%
1	38621	11.2%
2	35128	10.2%
3	21506	6.2%
4	20027	5.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	345846	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	115282	33.3%
0	115282	33.3%
1	38621	11.2%
2	35128	10.2%
3	21506	6.2%
4	20027	5.8%

FINALWT
Real number (ℝ)

Distinct	2132
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	300.18954

Minimum	1
Maximum	3403
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.4 MiB

Quantile statistics

Minimum	1
5-th percentile	61
Q1	132
median	212
Q3	351
95-th percentile	927
Maximum	3403
Range	3402
Interquartile range (IQR)	219

Descriptive statistics

Standard deviation	275.19033
Coefficient of variation (CV)	0.91672193
Kurtosis	6.5612545
Mean	300.18954
Median Absolute Deviation (MAD)	94
Skewness	2.3161384
Sum	1.3285668 × 10⁸
Variance	75729.719
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
133	1724	0.4%
131	1710	0.4%
132	1710	0.4%
142	1707	0.4%
136	1685	0.4%
139	1677	0.4%
138	1673	0.4%
134	1665	0.4%
141	1662	0.4%
135	1661	0.4%
Other values (2122)	425702	96.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	3	< 0.1%
2	3	< 0.1%
3	4	< 0.1%
4	6	< 0.1%
5	4	< 0.1%
6	7	< 0.1%
7	14	< 0.1%
8	14	< 0.1%
9	13	< 0.1%
10	11	< 0.1%

Value	Count	Frequency (%)
3403	1	< 0.1%
3202	1	< 0.1%
2795	1	< 0.1%
2737	1	< 0.1%
2736	1	< 0.1%
2735	1	< 0.1%
2684	1	< 0.1%
2683	1	< 0.1%
2667	1	< 0.1%
2666	1	< 0.1%

Auto

Heatmap
Table

	AGE_12	AGE_6	AGYOWNK	AHRSMAIN	ATOTHRS	AVAILABL	CMA	COWMAIN	DURJLESS	DURUNEMP	EDUC	EFAMTYPE	ESTSIZE	EVERWORK	FINALWT	FIRMSIZE	FLOWUNEM	FTPTLAST	FTPTMAIN	HRLYEARN	HRSAWAY	IMMIG	LFSSTAT	MARSTAT	MJH	NAICS_21	NOC_10	NOC_43	PAIDOT	PAYAWAY	PERMTEMP	PREVTEN	PRIORACT	PROV	REC_NUM	SCHOOLN	SEX	SURVMNTH	TENURE	TLOLOOK	UHRSMAIN	UNEMFTPT	UNION	UNPAIDOT	UTOTHRS	WHYLEFTN	WHYLEFTO	WHYPT	WKSAWAY	XTRAHRS	YABSENT	YAWAY	YNOLOOK
AGE_12	1.000	0.958	0.503	0.063	0.058	0.285	-0.050	0.058	0.663	0.138	-0.003	0.040	0.095	0.458	-0.115	0.067	-0.159	0.319	0.393	0.236	0.011	0.173	0.361	-0.419	0.031	-0.055	-0.105	-0.114	0.004	0.246	0.135	0.577	0.355	-0.039	0.001	0.487	0.035	0.000	0.524	0.123	0.080	0.256	0.103	0.074	0.073	0.159	0.395	0.229	0.041	0.056	0.266	0.090	-0.280
AGE_6	0.958	1.000	0.034	0.395	0.394	0.199	0.010	-0.086	0.144	0.144	0.678	-0.186	0.133	0.348	0.109	0.058	-0.138	0.350	0.545	0.551	0.080	0.058	0.255	-0.458	0.047	-0.081	-0.210	-0.256	0.107	0.294	0.138	0.265	0.319	0.004	-0.000	0.455	0.017	0.000	0.312	0.197	0.487	0.395	0.134	0.134	0.484	0.062	-0.022	0.131	0.328	0.165	0.216	0.098	-0.240
AGYOWNK	0.503	0.034	1.000	0.063	0.065	0.044	0.048	-0.002	0.137	0.010	-0.065	0.276	0.012	0.082	0.055	0.011	-0.094	0.034	0.013	0.004	-0.047	0.130	0.071	0.001	0.017	0.005	-0.026	-0.021	-0.029	0.201	0.023	0.234	0.065	-0.008	-0.002	0.054	0.011	0.000	0.273	0.017	-0.001	0.033	0.019	0.037	0.003	0.109	0.238	0.193	-0.285	0.009	0.341	0.086	-0.121
AHRSMAIN	0.063	0.395	0.063	1.000	0.969	0.000	0.006	0.032	NaN	NaN	0.076	-0.044	0.077	0.000	0.003	0.064	NaN	0.000	0.720	0.259	-0.316	0.044	0.785	-0.107	0.079	-0.175	-0.015	-0.035	0.309	1.000	0.147	NaN	0.000	0.023	-0.001	0.293	0.236	0.018	0.096	0.000	0.680	0.000	0.093	0.275	0.646	NaN	NaN	0.072	NaN	0.432	1.000	0.074	NaN
ATOTHRS	0.058	0.394	0.065	0.969	1.000	0.000	0.006	0.031	NaN	NaN	0.083	-0.045	0.075	0.000	0.002	0.062	NaN	0.000	0.699	0.245	-0.306	0.039	0.795	-0.104	0.208	-0.161	-0.017	-0.036	0.299	1.000	0.145	NaN	0.000	0.026	-0.000	0.294	0.228	0.018	0.087	0.000	0.652	0.000	0.090	0.267	0.686	NaN	NaN	0.080	NaN	0.419	1.000	0.071	NaN
AVAILABL	0.285	0.199	0.044	0.000	0.000	1.000	-0.029	0.094	-0.049	NaN	0.057	0.061	0.000	0.059	-0.030	0.000	NaN	0.121	0.000	NaN	NaN	0.037	0.765	-0.180	0.000	-0.101	0.052	0.041	NaN	0.000	0.000	0.147	1.000	-0.023	-0.005	0.452	0.053	0.129	NaN	1.000	NaN	1.000	0.000	NaN	NaN	0.207	0.147	NaN	NaN	NaN	0.000	0.000	NaN
CMA	-0.050	0.010	0.048	0.006	0.006	-0.029	1.000	0.051	-0.024	0.021	0.112	0.028	0.069	0.087	0.486	0.035	0.061	0.078	0.021	0.068	-0.020	0.252	0.026	0.003	0.026	0.031	-0.093	-0.098	-0.047	0.058	0.021	-0.034	0.062	0.324	0.001	0.036	0.000	0.002	-0.014	0.065	-0.010	0.054	0.080	0.025	-0.010	-0.027	-0.076	0.008	-0.007	-0.016	0.059	0.073	0.011
COWMAIN	0.058	-0.086	-0.002	0.032	0.031	0.094	0.051	1.000	-0.000	0.007	-0.156	0.006	0.326	1.000	0.054	0.354	-0.020	0.096	0.159	-0.271	-0.060	0.077	0.083	-0.021	0.041	-0.332	0.109	0.105	-0.019	0.218	0.123	0.016	0.055	0.065	-0.003	0.086	0.197	0.000	-0.024	0.037	0.106	0.075	0.595	-0.112	0.101	-0.085	-0.145	0.083	-0.067	-0.092	0.227	0.104	-0.006
DURJLESS	0.663	0.144	0.137	NaN	NaN	-0.049	-0.024	-0.000	1.000	0.484	-0.072	-0.006	0.000	0.843	-0.037	0.000	0.493	1.000	0.000	NaN	NaN	0.113	0.432	-0.217	0.000	0.072	-0.066	-0.059	NaN	0.000	0.000	-0.049	0.200	-0.011	-0.000	0.259	0.122	0.015	NaN	1.000	NaN	0.116	0.000	NaN	NaN	-0.235	-0.068	NaN	NaN	NaN	0.000	0.000	-0.283
DURUNEMP	0.138	0.144	0.010	NaN	NaN	NaN	0.021	0.007	0.484	1.000	0.076	0.039	0.000	0.316	-0.008	0.000	-0.023	0.139	0.000	NaN	NaN	0.039	1.000	-0.071	0.000	-0.028	-0.033	-0.035	NaN	0.000	0.000	0.055	0.089	-0.003	-0.006	0.073	0.010	0.037	NaN	0.059	NaN	0.116	0.000	NaN	NaN	0.046	0.065	NaN	NaN	NaN	0.000	0.000	NaN
EDUC	-0.003	0.678	-0.065	0.076	0.083	0.057	0.112	-0.156	-0.072	0.076	1.000	-0.103	0.122	0.231	0.068	0.101	-0.019	0.205	0.218	0.432	0.022	0.130	0.173	-0.215	0.050	0.161	-0.343	-0.376	-0.035	0.183	0.088	0.189	0.203	0.018	0.000	0.326	0.056	0.000	0.048	0.000	0.034	0.198	0.101	0.192	0.046	0.021	0.052	0.069	0.044	0.112	0.139	0.075	-0.141
EFAMTYPE	0.040	-0.186	0.276	-0.044	-0.045	0.061	0.028	0.006	-0.006	0.039	-0.103	1.000	0.031	0.334	0.005	0.027	0.011	0.257	0.093	-0.089	-0.011	0.114	0.315	-0.133	0.022	-0.001	0.056	0.064	-0.026	0.076	0.040	0.069	0.279	0.007	-0.001	0.139	0.065	0.003	-0.038	0.000	-0.052	0.207	0.040	-0.031	-0.053	0.030	0.045	-0.045	0.003	-0.041	0.197	0.066	0.021
ESTSIZE	0.095	0.133	0.012	0.077	0.075	0.000	0.069	0.326	0.000	0.000	0.122	0.031	1.000	0.000	0.042	0.509	NaN	0.000	0.156	0.316	0.029	0.046	0.042	-0.082	0.027	0.027	-0.119	-0.128	0.063	0.197	0.047	NaN	0.000	-0.034	0.001	0.075	0.032	0.003	0.160	0.000	0.076	0.000	0.215	0.074	0.069	NaN	NaN	-0.024	0.057	0.101	0.046	0.073	NaN
EVERWORK	0.458	0.348	0.082	0.000	0.000	0.059	0.087	1.000	0.843	0.316	0.231	0.334	0.000	1.000	0.030	0.000	0.402	1.000	0.000	NaN	NaN	0.141	0.407	0.045	0.000	NaN	NaN	NaN	NaN	0.000	0.000	NaN	0.380	0.045	0.000	0.319	0.103	0.007	NaN	1.000	NaN	0.217	0.000	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.000	0.000	-0.091
FINALWT	-0.115	0.109	0.055	0.003	0.002	-0.030	0.486	0.054	-0.037	-0.008	0.068	0.005	0.042	0.030	1.000	0.007	0.053	0.019	0.013	0.037	-0.022	0.073	0.033	0.052	0.001	-0.009	-0.029	-0.032	-0.024	0.024	0.010	-0.061	0.021	0.280	0.001	0.020	0.016	0.011	-0.079	0.084	-0.012	0.018	0.039	0.012	-0.014	-0.039	-0.101	-0.021	-0.042	-0.008	0.024	0.008	0.004
FIRMSIZE	0.067	0.058	0.011	0.064	0.062	0.000	0.035	0.354	0.000	0.000	0.101	0.027	0.509	0.000	0.007	1.000	NaN	0.000	0.113	0.239	0.031	0.022	0.043	-0.058	0.022	0.062	-0.104	-0.112	0.053	0.203	0.044	NaN	0.000	-0.022	0.000	0.031	0.040	0.002	0.157	0.000	0.005	0.000	0.240	0.093	0.002	NaN	NaN	-0.020	0.055	0.106	0.051	0.079	NaN
FLOWUNEM	-0.159	-0.138	-0.094	NaN	NaN	NaN	0.061	-0.020	0.493	-0.023	-0.019	0.011	NaN	0.402	0.053	NaN	1.000	0.286	0.000	NaN	NaN	0.109	1.000	0.085	0.000	0.162	-0.100	-0.078	NaN	0.000	0.000	-0.150	0.594	0.087	0.003	0.312	0.184	0.068	NaN	1.000	NaN	0.761	0.000	NaN	NaN	-0.486	-0.394	NaN	NaN	NaN	0.000	0.000	NaN
FTPTLAST	0.319	0.350	0.034	0.000	0.000	0.121	0.078	0.096	1.000	0.139	0.205	0.257	0.000	1.000	0.019	0.000	0.286	1.000	0.000	NaN	NaN	0.000	0.183	0.184	0.000	0.222	-0.065	-0.033	NaN	0.000	0.000	-0.205	0.388	0.081	-0.009	0.336	0.146	0.015	NaN	0.025	NaN	0.469	0.000	NaN	NaN	-0.122	-0.139	NaN	NaN	NaN	0.000	0.000	-0.008
FTPTMAIN	0.393	0.545	0.013	0.720	0.699	0.000	0.021	0.159	0.000	0.000	0.218	0.093	0.156	0.000	0.013	0.113	0.000	0.000	1.000	-0.366	-0.066	0.037	0.032	0.150	0.076	0.112	0.084	0.109	-0.094	0.237	0.307	NaN	0.000	0.017	-0.002	0.494	0.139	0.000	-0.164	0.000	-0.699	0.000	0.090	-0.092	-0.668	NaN	NaN	NaN	-0.121	-0.137	0.221	0.148	NaN
HRLYEARN	0.236	0.551	0.004	0.259	0.245	NaN	0.068	-0.271	NaN	NaN	0.432	-0.089	0.316	NaN	0.037	0.239	NaN	NaN	-0.366	1.000	0.035	0.056	0.019	-0.281	0.037	-0.010	-0.338	-0.383	0.062	0.313	0.091	NaN	0.000	0.063	-0.001	0.193	0.127	0.000	0.345	0.000	0.258	0.000	0.161	0.241	0.241	NaN	NaN	0.035	-0.021	0.221	0.111	0.106	NaN
HRSAWAY	0.011	0.080	-0.047	-0.316	-0.306	NaN	-0.020	-0.060	NaN	NaN	0.022	-0.011	0.029	NaN	-0.022	0.031	NaN	NaN	-0.066	0.035	1.000	0.007	1.000	-0.020	0.031	0.023	-0.011	-0.012	-0.011	0.000	0.009	NaN	0.000	0.014	-0.001	0.024	0.020	0.009	0.037	0.000	0.020	0.000	0.033	0.000	0.024	NaN	NaN	-0.030	NaN	-0.011	0.000	0.091	NaN
IMMIG	0.173	0.058	0.130	0.044	0.039	0.037	0.252	0.077	0.113	0.039	0.130	0.114	0.046	0.141	0.073	0.022	0.109	0.000	0.037	0.056	0.007	1.000	0.062	0.140	0.012	-0.002	0.026	0.026	0.019	0.052	0.032	-0.011	0.099	-0.159	0.000	0.062	0.013	0.002	0.061	0.096	-0.040	0.037	0.049	0.038	-0.045	0.017	0.069	-0.011	-0.006	0.040	0.102	0.036	0.004
LFSSTAT	0.361	0.255	0.071	0.785	0.795	0.765	0.026	0.083	0.432	1.000	0.173	0.315	0.042	0.407	0.033	0.043	1.000	0.183	0.032	0.019	1.000	0.062	1.000	0.014	0.032	-0.013	0.109	0.119	NaN	1.000	0.012	0.044	1.000	-0.030	0.002	0.235	0.092	0.014	0.043	1.000	-0.031	1.000	0.067	NaN	-0.038	-0.342	-0.006	-0.013	NaN	NaN	1.000	1.000	NaN
MARSTAT	-0.419	-0.458	0.001	-0.107	-0.104	-0.180	0.003	-0.021	-0.217	-0.071	-0.215	-0.133	-0.082	0.045	0.052	-0.058	0.085	0.184	0.150	-0.281	-0.020	0.140	0.014	1.000	0.019	0.041	0.142	0.157	-0.018	0.113	0.077	-0.420	0.238	-0.038	0.001	0.321	0.144	0.000	-0.270	0.070	-0.141	0.124	0.069	-0.073	-0.135	-0.092	-0.244	-0.088	-0.076	-0.068	0.129	0.068	0.142
MJH	0.031	0.047	0.017	0.079	0.208	0.000	0.026	0.041	0.000	0.000	0.050	0.022	0.027	0.000	0.001	0.022	0.000	0.000	0.076	0.037	0.031	0.012	0.032	0.019	1.000	0.054	-0.018	-0.016	-0.015	0.000	0.037	NaN	0.000	0.023	0.000	0.018	0.035	0.000	-0.044	0.000	-0.073	0.000	0.009	0.002	0.183	NaN	NaN	0.035	-0.046	-0.011	0.037	0.019	NaN
NAICS_21	-0.055	-0.081	0.005	-0.175	-0.161	-0.101	0.031	-0.332	0.072	-0.028	0.161	-0.001	0.027	NaN	-0.009	0.062	0.162	0.222	0.112	-0.010	0.023	-0.002	-0.013	0.041	0.054	1.000	-0.256	-0.250	-0.069	0.205	0.122	-0.087	0.141	-0.022	-0.001	0.202	0.383	0.000	-0.015	0.039	-0.267	0.191	0.325	0.042	-0.244	-0.102	-0.057	-0.040	0.033	-0.026	0.179	0.102	-0.092
NOC_10	-0.105	-0.210	-0.026	-0.015	-0.017	0.052	-0.093	0.109	-0.066	-0.033	-0.343	0.056	-0.119	NaN	-0.029	-0.104	-0.100	-0.065	0.084	-0.338	-0.011	0.026	0.109	0.142	-0.018	-0.256	1.000	0.990	0.116	0.220	0.140	-0.086	0.148	-0.009	0.001	0.205	0.483	0.000	-0.112	0.153	0.047	0.193	0.279	-0.175	0.041	0.065	-0.007	0.006	-0.027	-0.038	0.201	0.128	0.102
NOC_43	-0.114	-0.256	-0.021	-0.035	-0.036	0.041	-0.098	0.105	-0.059	-0.035	-0.376	0.064	-0.128	NaN	-0.032	-0.112	-0.078	-0.033	0.109	-0.383	-0.012	0.026	0.119	0.157	-0.016	-0.250	0.990	1.000	0.115	0.212	0.128	-0.115	0.147	-0.009	0.002	0.205	0.483	0.000	-0.125	0.092	0.026	0.191	0.284	-0.192	0.022	0.051	-0.020	-0.004	-0.025	-0.051	0.174	0.127	0.110
PAIDOT	0.004	0.107	-0.029	0.309	0.299	NaN	-0.047	-0.019	NaN	NaN	-0.035	-0.026	0.063	NaN	-0.024	0.053	NaN	NaN	-0.094	0.062	-0.011	0.019	NaN	-0.018	-0.015	-0.069	0.116	0.115	1.000	0.000	0.021	NaN	0.000	0.025	-0.000	0.031	0.083	0.005	0.032	0.000	0.137	0.000	0.053	-0.035	0.128	NaN	NaN	-0.010	NaN	0.696	0.000	0.013	NaN
PAYAWAY	0.246	0.294	0.201	1.000	1.000	0.000	0.058	0.218	0.000	0.000	0.183	0.076	0.197	0.000	0.024	0.203	0.000	0.000	0.237	0.313	0.000	0.052	1.000	0.113	0.000	0.205	0.220	0.212	0.000	1.000	0.180	NaN	0.000	-0.001	-0.008	0.201	0.051	0.067	-0.227	0.000	-0.163	0.000	0.158	NaN	-0.160	NaN	NaN	-0.012	0.300	NaN	0.371	0.000	NaN
PERMTEMP	0.135	0.138	0.023	0.147	0.145	0.000	0.021	0.123	0.000	0.000	0.088	0.040	0.047	0.000	0.010	0.044	0.000	0.000	0.307	0.091	0.009	0.032	0.012	0.077	0.037	0.122	0.140	0.128	0.021	0.180	1.000	NaN	0.000	-0.036	-0.002	0.192	0.051	0.008	-0.242	0.000	-0.232	0.000	0.044	-0.034	-0.218	NaN	NaN	0.009	-0.095	-0.047	0.101	0.082	NaN
PREVTEN	0.577	0.265	0.234	NaN	NaN	0.147	-0.034	0.016	-0.049	0.055	0.189	0.069	NaN	NaN	-0.061	NaN	-0.150	-0.205	NaN	NaN	NaN	-0.011	0.044	-0.420	NaN	-0.087	-0.086	-0.115	NaN	NaN	NaN	1.000	0.126	-0.016	0.000	0.260	0.022	0.004	NaN	0.134	NaN	0.084	0.000	NaN	NaN	0.029	0.302	NaN	NaN	NaN	0.000	0.000	-0.030
PRIORACT	0.355	0.319	0.065	0.000	0.000	1.000	0.062	0.055	0.200	0.089	0.203	0.279	0.000	0.380	0.021	0.000	0.594	0.388	0.000	0.000	0.000	0.099	1.000	0.238	0.000	0.141	0.148	0.147	0.000	0.000	0.000	0.126	1.000	0.072	0.005	0.470	0.191	0.028	NaN	0.000	NaN	0.472	0.000	NaN	NaN	-0.155	-0.136	NaN	NaN	NaN	0.000	0.000	NaN
PROV	-0.039	0.004	-0.008	0.023	0.026	-0.023	0.324	0.065	-0.011	-0.003	0.018	0.007	-0.034	0.045	0.280	-0.022	0.087	0.081	0.017	0.063	0.014	-0.159	-0.030	-0.038	0.023	-0.022	-0.009	-0.009	0.025	-0.001	-0.036	-0.016	0.072	1.000	0.001	0.026	0.004	0.003	-0.013	0.095	0.041	0.063	0.080	0.015	0.045	-0.049	-0.060	-0.006	-0.018	0.029	0.089	0.084	-0.056
REC_NUM	0.001	-0.000	-0.002	-0.001	-0.000	-0.005	0.001	-0.003	-0.000	-0.006	0.000	-0.001	0.001	0.000	0.001	0.000	0.003	-0.009	-0.002	-0.001	-0.001	0.000	0.002	0.001	0.000	-0.001	0.001	0.002	-0.000	-0.008	-0.002	0.000	0.005	0.001	1.000	0.004	0.002	0.018	-0.001	0.000	-0.001	0.010	0.005	0.005	-0.000	0.001	-0.000	-0.005	-0.002	0.004	0.007	0.007	-0.015
SCHOOLN	0.487	0.455	0.054	0.293	0.294	0.452	0.036	0.086	0.259	0.073	0.326	0.139	0.075	0.319	0.020	0.031	0.312	0.336	0.494	0.193	0.024	0.062	0.235	0.321	0.018	0.202	0.205	0.205	0.031	0.201	0.192	0.260	0.470	0.026	0.004	1.000	0.034	0.004	-0.249	0.000	-0.345	0.443	0.069	-0.059	-0.338	-0.258	-0.219	-0.135	-0.115	-0.090	0.204	0.103	0.356
SEX	0.035	0.017	0.011	0.236	0.228	0.053	0.000	0.197	0.122	0.010	0.056	0.065	0.032	0.103	0.016	0.040	0.184	0.146	0.139	0.127	0.020	0.013	0.092	0.144	0.035	0.383	0.483	0.483	0.083	0.051	0.051	0.022	0.191	0.004	0.002	0.034	1.000	0.000	-0.016	0.000	-0.271	0.171	0.066	0.031	-0.256	-0.123	-0.064	-0.085	0.140	-0.049	0.298	0.074	-0.033
SURVMNTH	0.000	0.000	0.000	0.018	0.018	0.129	0.002	0.000	0.015	0.037	0.000	0.003	0.003	0.007	0.011	0.002	0.068	0.015	0.000	0.000	0.009	0.002	0.014	0.000	0.000	0.000	0.000	0.000	0.005	0.067	0.008	0.004	0.028	0.003	0.018	0.004	0.000	1.000	-0.005	0.000	0.006	0.071	0.000	0.001	0.007	-0.011	-0.003	0.009	-0.037	0.002	0.067	0.090	-0.003
TENURE	0.524	0.312	0.273	0.096	0.087	NaN	-0.014	-0.024	NaN	NaN	0.048	-0.038	0.160	NaN	-0.079	0.157	NaN	NaN	-0.164	0.345	0.037	0.061	0.043	-0.270	-0.044	-0.015	-0.112	-0.125	0.032	-0.227	-0.242	NaN	NaN	-0.013	-0.001	-0.249	-0.016	-0.005	1.000	0.000	0.130	0.000	0.144	0.108	0.116	NaN	NaN	0.085	0.099	0.101	0.152	0.077	NaN
TLOLOOK	0.123	0.197	0.017	0.000	0.000	1.000	0.065	0.037	1.000	0.059	0.000	0.000	0.000	1.000	0.084	0.000	1.000	0.025	0.000	0.000	0.000	0.096	1.000	0.070	0.000	0.039	0.153	0.092	0.000	0.000	0.000	0.134	0.000	0.095	0.000	0.000	0.000	0.000	0.000	1.000	NaN	0.025	0.000	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.000	0.000	NaN
UHRSMAIN	0.080	0.487	-0.001	0.680	0.652	NaN	-0.010	0.106	NaN	NaN	0.034	-0.052	0.076	NaN	-0.012	0.005	NaN	NaN	-0.699	0.258	0.020	-0.040	-0.031	-0.141	-0.073	-0.267	0.047	0.026	0.137	-0.163	-0.232	NaN	NaN	0.041	-0.001	-0.345	-0.271	0.006	0.130	NaN	1.000	0.000	0.138	0.043	0.946	NaN	NaN	0.087	0.063	0.137	0.209	0.095	NaN
UNEMFTPT	0.256	0.395	0.033	0.000	0.000	1.000	0.054	0.075	0.116	0.116	0.198	0.207	0.000	0.217	0.018	0.000	0.761	0.469	0.000	0.000	0.000	0.037	1.000	0.124	0.000	0.191	0.193	0.191	0.000	0.000	0.000	0.084	0.472	0.063	0.010	0.443	0.171	0.071	0.000	0.025	0.000	1.000	0.000	NaN	NaN	-0.186	-0.071	NaN	NaN	NaN	0.000	0.000	NaN
UNION	0.103	0.134	0.019	0.093	0.090	0.000	0.080	0.595	0.000	0.000	0.101	0.040	0.215	0.000	0.039	0.240	0.000	0.000	0.090	0.161	0.033	0.049	0.067	0.069	0.009	0.325	0.279	0.284	0.053	0.158	0.044	0.000	0.000	0.080	0.005	0.069	0.066	0.000	0.144	0.000	0.138	0.000	1.000	-0.020	0.030	NaN	NaN	0.018	-0.086	-0.097	0.062	0.058	NaN
UNPAIDOT	0.074	0.134	0.037	0.275	0.267	NaN	0.025	-0.112	NaN	NaN	0.192	-0.031	0.074	NaN	0.012	0.093	NaN	NaN	-0.092	0.241	0.000	0.038	NaN	-0.073	0.002	0.042	-0.175	-0.192	-0.035	NaN	-0.034	NaN	NaN	0.015	0.005	-0.059	0.031	0.001	0.108	NaN	0.043	NaN	-0.020	1.000	0.042	NaN	NaN	-0.026	NaN	0.673	0.000	0.009	NaN
UTOTHRS	0.073	0.484	0.003	0.646	0.686	NaN	-0.010	0.101	NaN	NaN	0.046	-0.053	0.069	NaN	-0.014	0.002	NaN	NaN	-0.668	0.241	0.024	-0.045	-0.038	-0.135	0.183	-0.244	0.041	0.022	0.128	-0.160	-0.218	NaN	NaN	0.045	-0.000	-0.338	-0.256	0.007	0.116	NaN	0.946	NaN	0.030	0.042	1.000	NaN	NaN	0.094	0.054	0.128	0.206	0.091	NaN
WHYLEFTN	0.159	0.062	0.109	NaN	NaN	0.207	-0.027	-0.085	-0.235	0.046	0.021	0.030	NaN	NaN	-0.039	NaN	-0.486	-0.122	NaN	NaN	NaN	0.017	-0.342	-0.092	NaN	-0.102	0.065	0.051	NaN	NaN	NaN	0.029	-0.155	-0.049	0.001	-0.258	-0.123	-0.011	NaN	NaN	NaN	-0.186	NaN	NaN	NaN	1.000	0.639	NaN	NaN	NaN	0.000	0.000	0.134
WHYLEFTO	0.395	-0.022	0.238	NaN	NaN	0.147	-0.076	-0.145	-0.068	0.065	0.052	0.045	NaN	NaN	-0.101	NaN	-0.394	-0.139	NaN	NaN	NaN	0.069	-0.006	-0.244	NaN	-0.057	-0.007	-0.020	NaN	NaN	NaN	0.302	-0.136	-0.060	-0.000	-0.219	-0.064	-0.003	NaN	NaN	NaN	-0.071	NaN	NaN	NaN	0.639	1.000	NaN	NaN	NaN	0.000	0.000	0.190
WHYPT	0.229	0.131	0.193	0.072	0.080	NaN	0.008	0.083	NaN	NaN	0.069	-0.045	-0.024	NaN	-0.021	-0.020	NaN	NaN	NaN	0.035	-0.030	-0.011	-0.013	-0.088	0.035	-0.040	0.006	-0.004	-0.010	-0.012	0.009	NaN	NaN	-0.006	-0.005	-0.135	-0.085	0.009	0.085	NaN	0.087	NaN	0.018	-0.026	0.094	NaN	NaN	1.000	0.002	-0.023	0.290	0.183	NaN
WKSAWAY	0.041	0.328	-0.285	NaN	NaN	NaN	-0.007	-0.067	NaN	NaN	0.044	0.003	0.057	NaN	-0.042	0.055	NaN	NaN	-0.121	-0.021	NaN	-0.006	NaN	-0.076	-0.046	0.033	-0.027	-0.025	NaN	0.300	-0.095	NaN	NaN	-0.018	-0.002	-0.115	0.140	-0.037	0.099	NaN	0.063	NaN	-0.086	NaN	0.054	NaN	NaN	0.002	1.000	NaN	0.305	0.000	NaN
XTRAHRS	0.056	0.165	0.009	0.432	0.419	NaN	-0.016	-0.092	NaN	NaN	0.112	-0.041	0.101	NaN	-0.008	0.106	NaN	NaN	-0.137	0.221	-0.011	0.040	NaN	-0.068	-0.011	-0.026	-0.038	-0.051	0.696	NaN	-0.047	NaN	NaN	0.029	0.004	-0.090	-0.049	0.002	0.101	NaN	0.137	NaN	-0.097	0.673	0.128	NaN	NaN	-0.023	NaN	1.000	0.000	0.016	NaN
YABSENT	0.266	0.216	0.341	1.000	1.000	0.000	0.059	0.227	0.000	0.000	0.139	0.197	0.046	0.000	0.024	0.051	0.000	0.000	0.221	0.111	0.000	0.102	1.000	0.129	0.037	0.179	0.201	0.174	0.000	0.371	0.101	0.000	0.000	0.089	0.007	0.204	0.298	0.067	0.152	0.000	0.209	0.000	0.062	0.000	0.206	0.000	0.000	0.290	0.305	0.000	1.000	0.000	NaN
YAWAY	0.090	0.098	0.086	0.074	0.071	0.000	0.073	0.104	0.000	0.000	0.075	0.066	0.073	0.000	0.008	0.079	0.000	0.000	0.148	0.106	0.091	0.036	1.000	0.068	0.019	0.102	0.128	0.127	0.013	0.000	0.082	0.000	0.000	0.084	0.007	0.103	0.074	0.090	0.077	0.000	0.095	0.000	0.058	0.009	0.091	0.000	0.000	0.183	0.000	0.016	0.000	1.000	NaN
YNOLOOK	-0.280	-0.240	-0.121	NaN	NaN	NaN	0.011	-0.006	-0.283	NaN	-0.141	0.021	NaN	-0.091	0.004	NaN	NaN	-0.008	NaN	NaN	NaN	0.004	NaN	0.142	NaN	-0.092	0.102	0.110	NaN	NaN	NaN	-0.030	NaN	-0.056	-0.015	0.356	-0.033	-0.003	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.134	0.190	NaN	NaN	NaN	NaN	NaN	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	REC_NUM	SURVYEAR	SURVMNTH	LFSSTAT	PROV	CMA	AGE_12	AGE_6	SEX	MARSTAT	EDUC	MJH	EVERWORK	FTPTLAST	COWMAIN	IMMIG	NAICS_21	NOC_10	NOC_43	YABSENT	WKSAWAY	PAYAWAY	UHRSMAIN	AHRSMAIN	FTPTMAIN	UTOTHRS	ATOTHRS	HRSAWAY	YAWAY	PAIDOT	UNPAIDOT	XTRAHRS	WHYPT	TENURE	PREVTEN	HRLYEARN	UNION	PERMTEMP	ESTSIZE	FIRMSIZE	DURUNEMP	FLOWUNEM	UNEMFTPT	WHYLEFTO	WHYLEFTN	DURJLESS	AVAILABL	LKPUBAG	LKEMPLOY	LKRELS	LKATADS	LKANSADS	LKOTHERN	PRIORACT	YNOLOOK	TLOLOOK	SCHOOLN	EFAMTYPE	AGYOWNK	FINALWT
0	1	2024	1	4	24	0	12	NaN	2	1	2	NaN	2.0	NaN	NaN	3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	240.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	11	NaN	141
1	2	2024	1	4	47	0	4	NaN	1	6	2	NaN	3.0	NaN	NaN	3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1.0	18	NaN	200
2	3	2024	1	1	10	0	1	2.0	1	6	2	1.0	NaN	NaN	2.0	3	10.0	7.0	33.0	NaN	NaN	NaN	250.0	220.0	2.0	250.0	220.0	0.0	NaN	0.0	0.0	0.0	6.0	41.0	NaN	1500.0	3.0	1.0	1.0	3.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1.0	4	NaN	34
3	4	2024	1	1	35	4	12	NaN	1	2	4	1.0	NaN	NaN	2.0	3	8.0	10.0	42.0	NaN	NaN	NaN	400.0	400.0	1.0	400.0	400.0	0.0	NaN	0.0	0.0	0.0	NaN	178.0	NaN	2450.0	3.0	1.0	2.0	2.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2	NaN	275
4	5	2024	1	1	35	0	6	NaN	1	1	4	1.0	NaN	NaN	2.0	3	6.0	8.0	35.0	NaN	NaN	NaN	450.0	420.0	1.0	450.0	420.0	0.0	NaN	0.0	0.0	0.0	NaN	212.0	NaN	2800.0	3.0	1.0	1.0	1.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1.0	3	2.0	231
5	6	2024	1	4	59	0	10	NaN	2	2	4	NaN	2.0	NaN	NaN	3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	63.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1.0	5	NaN	174
6	7	2024	1	1	24	2	10	NaN	1	5	6	1.0	NaN	NaN	2.0	3	14.0	3.0	13.0	NaN	NaN	NaN	375.0	375.0	1.0	375.0	375.0	0.0	NaN	0.0	0.0	0.0	NaN	240.0	NaN	2474.0	3.0	1.0	3.0	4.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1.0	1	NaN	159
7	8	2024	1	1	59	0	3	6.0	1	2	4	1.0	NaN	NaN	2.0	3	6.0	8.0	35.0	NaN	NaN	NaN	400.0	840.0	1.0	400.0	840.0	0.0	NaN	440.0	0.0	440.0	NaN	17.0	NaN	4000.0	3.0	1.0	2.0	2.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1.0	2	NaN	131
8	9	2024	1	1	59	0	11	NaN	1	1	2	1.0	NaN	NaN	2.0	3	19.0	7.0	34.0	NaN	NaN	NaN	400.0	840.0	1.0	400.0	840.0	0.0	NaN	440.0	0.0	440.0	NaN	152.0	NaN	1850.0	3.0	1.0	4.0	4.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2	NaN	139
9	10	2024	1	3	48	0	5	NaN	2	1	4	NaN	1.0	2.0	2.0	3	8.0	10.0	42.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	7.0	NaN	NaN	NaN	NaN	NaN	3.0	6.0	2.0	4.0	9.0	2.0	2.0	NaN	NaN	NaN	1.0	NaN	NaN	2.0	NaN	NaN	1.0	6	2.0	120

	REC_NUM	SURVYEAR	SURVMNTH	LFSSTAT	PROV	CMA	AGE_12	AGE_6	SEX	MARSTAT	EDUC	MJH	EVERWORK	FTPTLAST	COWMAIN	IMMIG	NAICS_21	NOC_10	NOC_43	YABSENT	WKSAWAY	PAYAWAY	UHRSMAIN	AHRSMAIN	FTPTMAIN	UTOTHRS	ATOTHRS	HRSAWAY	YAWAY	PAIDOT	UNPAIDOT	XTRAHRS	WHYPT	TENURE	PREVTEN	HRLYEARN	UNION	PERMTEMP	ESTSIZE	FIRMSIZE	DURUNEMP	FLOWUNEM	UNEMFTPT	WHYLEFTO	WHYLEFTN	DURJLESS	AVAILABL	LKPUBAG	LKEMPLOY	LKRELS	LKATADS	LKANSADS	LKOTHERN	PRIORACT	YNOLOOK	TLOLOOK	SCHOOLN	EFAMTYPE	AGYOWNK	FINALWT
442566	112075	2024	4	1	48	8	8	NaN	1	1	4	1.0	NaN	NaN	2.0	2	11.0	8.0	36.0	NaN	NaN	NaN	400.0	400.0	1.0	400.0	400.0	0.0	NaN	0.0	0.0	0.0	NaN	9.0	NaN	2700.0	3.0	1.0	2.0	4.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1.0	6	3.0	531
442567	112076	2024	4	4	12	0	11	NaN	1	2	4	NaN	2.0	NaN	NaN	3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	28.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	11	NaN	151
442568	112077	2024	4	4	35	4	7	NaN	1	1	5	NaN	2.0	NaN	NaN	2	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	17.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1.0	9	2.0	141
442569	112078	2024	4	1	35	4	4	NaN	2	1	5	1.0	NaN	NaN	2.0	3	14.0	3.0	11.0	NaN	NaN	NaN	400.0	400.0	1.0	400.0	400.0	0.0	NaN	0.0	0.0	0.0	NaN	20.0	NaN	3846.0	3.0	1.0	2.0	2.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1.0	2	NaN	329
442570	112079	2024	4	4	11	0	12	NaN	2	1	4	NaN	2.0	NaN	NaN	3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	240.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	11	NaN	60
442571	112080	2024	4	1	47	0	4	NaN	1	1	5	2.0	NaN	NaN	2.0	3	19.0	7.0	33.0	NaN	NaN	NaN	250.0	220.0	2.0	510.0	480.0	260.0	0.0	0.0	0.0	0.0	6.0	4.0	NaN	1400.0	3.0	4.0	2.0	2.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	2	NaN	160
442572	112081	2024	4	1	48	8	7	NaN	2	1	5	1.0	NaN	NaN	1.0	2	21.0	5.0	22.0	NaN	NaN	NaN	375.0	375.0	1.0	375.0	375.0	0.0	NaN	0.0	0.0	0.0	NaN	75.0	NaN	4308.0	1.0	1.0	4.0	4.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1.0	3	2.0	753
442573	112082	2024	4	1	47	0	9	NaN	2	5	4	1.0	NaN	NaN	2.0	3	16.0	7.0	31.0	NaN	NaN	NaN	400.0	600.0	1.0	400.0	600.0	0.0	NaN	0.0	0.0	0.0	NaN	142.0	NaN	2195.0	3.0	1.0	2.0	3.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1.0	1	NaN	165
442574	112083	2024	4	4	48	8	6	NaN	2	6	2	NaN	3.0	NaN	NaN	3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1.0	NaN	1.0	1	NaN	704
442575	112084	2024	4	4	24	0	12	NaN	1	1	1	NaN	2.0	NaN	NaN	3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	125.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	11	NaN	74

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks